Celebrating the Fall 2025 PEAK Fellowships Cohort

Undergraduate Research and Fellowships is pleased to feature the Fall 2025 PEAK Fellowships Cohort. This group of students from across the university will explore a wide variety of topics and questions from the intersection of maternal health public policy and structural inequality, to developing a low-cost device that can be used as a front-line detector for plant health deterioration, to exploring how universities act as economic anchors, supporting regional businesses and resilience, and more. Congratulations Huskies!

Base Camp Fellows

Exploring Methods to Eliminate the “Mirror Problem” in Computer Vision Techniques
Awardee: Anoushka Abroal, Khoury’28
Mentor: Somaieh Amraee, Bouvé, Electrical and Computer Engineering
Computer vision object detection is quite effective, until a reflective surface is involved. I intend to find a viable solution to the known computer vision problem where computer vision programs consider reflections as real object images during object detection and analysis.

Connect+
Awardee: Hannah Bang, Provost’28
Mentor: Stephen Intille, Khoury, Health Sciences
I aim to design, build, and test new technology that helps alleviate loneliness at Northeastern by connecting students and strengthening relationships. I plan to conduct a thorough data analysis of survey data collected from Khoury students regarding general feelings of loneliness, design a web/mobile application, and compile a literature review.

Electrochemical ‘W-Cell’ Data Collection and Analysis
Awardee: Ruth Benyo, COE’25
Mentor: Joshua Gallaway, COE, Chemical Engineering
The electrochemical cell known as the W-Cell is a cell designed and created by members of the Gallaway group. This project serves as an effort to collect more data about how cell compression and electrolyte volume will affect the cycling behavior of the cell.

Ion-Dependent Tuning of Density-Driven Fingering in Hele–Shaw Cells
Awardee: Daniel Cabestrero, COE’26
Mentor: Xiaoyu Tang, COE, Mechanical & Industrial Engineering
This project explores how different dissolved ions, such as sodium, calcium, and barium, influence fluid mixing patterns in narrow channels. By observing how ion properties affect the formation and shape of these patterns, the study aims to uncover new ways to control flow instabilities in practical applications.

Formerly Incarcerated Individuals’ Perceptions of New Criminal Background Check Services on Dating Applications
Awardee: Shir Eilam, CSSH’27
Mentor: Megan Denver, CSSH, Criminology & Criminal Justice
I plan to support a research paper on dating apps and background checks by reviewing existing studies for the literature review, drafting the theoretical framework, and analyzing and coding interview data. I will also meet regularly with the PhD students and project advisor to brainstorm ideas together.

MovieNet
Awardee: Brendan Ferguson, Khoury’26
Mentor: Yakov Bart, DMSB, Marketing
MovieNet is a research project that aims to remove unfair bias in movie recommendation algorithms. The project will involve collecting data from participants who watch randomly selected movies and record answers to surveys that ask about their thoughts and opinions on the movie.

Better than My Father or Better than His Absence: An Exploration of the Influence of Absentee Fatherhood on the Minds and Lives of Disadvantaged Black Men
Awardee: Keira Hadlich, CSSH’27
Mentor: Matthew Alemu, CSSH, Sociology and Anthropology
I will contribute to Matthew Alemu’s current research which considers the sociological and psychological implications that paternal absence has in black men’s lives. I will help generate new ways to represent ethnographic interview data, update the literature review, practice data analysis and verify the accurate use of interview data.

Optimizing Aqueous Solubility and Metabolic Stability of Chemical Inhibitor of Trypanosoma Brucei
Awardee: Sophie Higham, COS’27
Mentor: Lori Ferrins, COS, Chemistry & Chemical Biology
The goal of this research project is to take a compound that is known to inhibit Trypanosoma brucei, the cause of human African trypanosomiasis, and increase its effectiveness to dissolve in the body, as well as have metabolic stability, meaning the body’s enzymes can adaquetely metabolize it.

Optimizing an LC-MS Hilic Method for Identification of Cellular Metabolites
Awardee: Madison Jastrab, COS’26
Mentor: Owen Skinner, COS, Chemistry & Chemical Biology
My research will investigate and optimize an LC-MS method using hydrophilic interaction liquid chromatography to identify common cellular metabolites. This will allow robust and reliable detection of metabolites, providing a standard method for studying cellular processes and disease mechanisms in the Skinner Lab.

Enhancing Processing for Battery Cycling and Pressure Data
Awardee: Tina Jiang, COE’27
Mentor: Juner Zhu, COE, Mechanical & Industrial Engineering
The project aims to develop robust code that can seamlessly merge different datasets. Additionally, create plots by calculating the derivative of capacity, pressure, and voltage over time, to correlate with the state of health of battery cells. This will enable more accurate monitoring, diagnosis, and prediction of battery performance.

Sex Difference in Amygdala Activity during Fear Conditioning Following Infralimbic Cortex Manipulation
Awardee: Samarth Keerthivasan, COS’27
Mentor: Rebecca Shansky, COS, Psychology
I will be researching how DREADDS, a rodent-research technique that is used to manipulate neurons, affects rat behavior to see how this technique impacts neuronal activity in male and female rodent brains. This will help fill a gap to increase the understanding of brain function and behavior across sexes.

Farmworker Justice Narrative Database
Awardee: Elizabeth Kellogg, CSSH’28
Mentor: Becca Berkey, CSSH, Human Services
This project will create an accessible, searchable, and strategically organized database of farmworker testimonials from news, nonprofit, and archival sources for use in farmworker justice advocacy. It will amplify the voices of farmworkers, document hazardous working conditions, and support efforts to advance safer, fairer, and more equitable labor practices nationwide.

Utilizing Diamond-Agar Mixtures to Achieve Chemical-Free Cooling Immobilization of C. Elegans
Awardee: Kavish Khamesra, COE’28
Mentor: Samuel Chung, COE, Bioengineering
By enabling repeated imaging of C. elegans over multiple days, this method allows detailed longitudinal observation of developmental and behavioral changes. This work presents a novel immobilization approach utilizing a diamond-agar mixture, designed to replace harmful techniques that compromise C. elegans health and restrict long-term imaging.

Evaluation of the School-Based Healthy Relationships Project for Primary Prevention of Child Sexual Abuse among Children Pre-K through 5th Grade
Awardee: Jacqueline Kieran, Bouvé’26
Mentor: Beth Molnar, Bouvé, Health Sciences
Evaluate the effectiveness of The Health Relationships Project by participating in qualitative research methods such as identifying themes in interview transcripts. This is intended to contribute to the larger objective of preventing child sexual abuse.

Identification of Culturable Fungi in the Endosphere and Rhizosphere S. alterniflora and S. paten
Awardee: Maya Krattli, COS’28
Mentor: Jennifer Bowen, COS, Marine & Environment Sciences
This research aims to understand how rising sea levels are changing salt marshes by studying the fungal communities that live in and around marsh grasses. By collecting and analyzing these fungi, we will determine how differences between plant species’ microbial partners might affect the plants’ carbon starge capacity.

3D Modeling of Gene Expression Pathways in Axolotl Limb Development
Awardee: Amy Le, COS’28
Mentor: James Monaghan, COS, Biology
This project aims to generate 3D models of gene expression during axolotl limb development using data from in situ hybridization and Arivis software. By visualizing gene activity, the research aims to support broader efforts to understand regeneration and identify key genetic pathways to further human regenerative medical research.

Adolescent Social Adversity as a Risk Factor to Later Mental Health Problem
Awardee: Bailin Liu, COS’27
Mentor: Juliet Davidow, COS, Psychology
When adolescents face negative comments or actions, their cultural background and self-perception can shape how they respond. I hope to explore how such experiences and patterns of social interaction affect the risk of developing mental health problems later in life across different cultures.

Mechanisms of Outer Membrane Biogenesis in Gram-Negative Bacteria
Awardee: Ben Loew, COS’28
Mentor: Thiago Santos, COS, Chemistry & Chemical Biology
I will study how pathogenic bacteria build their outer membrane, the protective layer that shields them from toxic compounds such as antibiotics. Understanding this process will enable me to develop strategies to break through these intrinsic bacterial defenses more effectively.

Development of Extraction Method for Rubber Particles in Soil
Awardee: Sean McGuigan, COS’27
Mentor: Zhenyu Tian, COS, Chemistry & Chemical Biology
The goal of this project is to develop a robust method to extract rubber particles from collected soil samples, allowing for analysis and research on the extracted particles and soil separately.

High-Throughput Cultivation and Identification of Bacteria from 1,4-Dioxane Consortia
Awardee: Grace McKrell, COS’27
Mentor: Rain Miao, COE, Civil & Environmental Engineer
This project focuses upon isolating the most representative individual bacteria strains from an environmental enriched 1,4-dioxane metabolizing consortium by high-throughput method, and determining these pure isolates’ taxonomic classifications.

Designing Temperature-Responsive Adhesives to Enhance Robotics Efficiency
Awardee: Abhi Nair, COE’28
Mentor: Ruobing Bai, COE, Mechanical & Industrial Engineering
I am going to work on making a more adhesive material in order to then add onto robotics in order to increase functionality.

Investigating Replication In Leptospira biflexa
Awardee: Michael Nolan, COS’27
Mentor: Constantin Nicolae Takacs, COS, Biology
To better understand how agents of leptospirosis replicate this project investigates chromosomal replication in Leptosira biflexa, a non-pathogenic model for leptospirosis causing agents with two chromosomes like Leptospira interrogans.

ChatGPT and AI in the Spanish Language Classroom
Awardee: Anthony O’Brien, DMSB’28
Mentor: Gorka Basterretxea Santiso, CSSH, World Languages Center
My project mentor and I will explore how generative AI gives feedback on writing compositions for Spanish-language-learners, focusing on whether it reflects different regional varieties of the language. We will also see how students perceive the feedback and if their opinions evolve throughout the semester.

Computational Predictions and Experimental Validation of 2D Polymer Growth and Phase Behavior
Awardee: Justin Oliak, COE’27
Mentor: Steve Lustig, COE, Chemical Engineering
This project uses computational simulations and quantum chemistry to predict the growth kinetics, molecular weight distributions, shapes, and phase behavior of graphamid, a thermostable 2D polymer, while validating models through wet lab synthesis and characterization to optimize defect-free materials for applications like lightweight armor.

Social Development and Wellbeing Research Assistant
Awardee: Hana Pannick, COS’29
Mentor: Alexandra Rodman, COS, Psychology
I hope to gain hands-on research experience through my position as an undergraduate research assistant at the Social Development and Wellbeing lab. I would specifically like to gain familiarity with the research process, statistical analysis, and participant interaction.

Phosphatase Mediated Regulation of Ferroptosis
Awardee: Sahana Ramaswamy, COS’28
Mentor: Pedro Saavedra, COS, Biology
Ferroptosis is a type of cell death induced by iron accumulation that mediates cell membrane damage. My research aims to understand the role of phosphorylation, a biochemical modification, on ferroptosis modulation. This research will yield insights as to how this process is regulated at the cellular and molecular level.

Using Wearable Sensor Data and Machine Learning to Identify Injury Risk in Athletes
Awardee: Arnibish Ray, COE’28
Mentor: Aston McCullough, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
This project uses wearable motion sensors and machine learning to uncover patterns in how athletes move. By identifying movement profiles linked to injury risk, the research aims to improve injury prevention strategies and support the development of personalized training and rehabilitation programs.

Sea Star Righting and Spine Density Project
Awardee: Charlee Rivera, COS’27
Mentor: Mark Patterson, COS, Marine & Environment Sciences
This projects aims to study how flexibity and spine density affects the righting behaviour in the sea stars Asterias forbesi and A. ru bens, which are local to the rocky intertidal of New England. In their environment, these stars are being disloged by waves, so righting behaviour is key to survival.

The Interplay of Emotional Disorders and Affective Factors in Adolescent Alcohol Use Patterns
Awardee: Ryan Rivera Cabrera, COS’28
Mentor: Robert Leeman, Bouvé, Health Sciences
This project will investigate how adolescents with depression or anxiety rate the “rewarding” versus “negative” subjective effects of alcohol, and whether these differences predict drinking frequency and severity.

Simulation/Prediction of Thermal Distortion in Metal Additive Manufacturing
Awardee: Viren Sehgal, COE’28
Mentor: Yaning Li, COE, Mechanical & Industrial Engineering
Additive manufacturing builds components layer by layer, using high energy sources like lasers. Since this process involves rapid heating and cooling, internal stresses such as warping, residual stress, and cracking are common. Predicting these distortions can help greatly to design parts that are more accurate and reliable.

Sarah Roberts and the Fight for Educational Justice in 19th-Century Boston
Awardee: Amila Shah, CSSH’28
Mentor: Nicole Aljoe, CSSH, English
This project will produce an interactive digital map retracing the route five-year-old Sarah Roberts walked past five white-only schools to the underfunded, Black-only Abiel Smith School. Mapping her journey alongside other historic Boston schools will spotlight her story and the lasting impact of her 1847-1850 case on the desegregation movement.

Exploring the Relationship Between Muscle and Cognition Through Menopause
Awardee: Ellee Tomaru, COS’26
Mentor: Leanne Chukoskie, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
I will be exploring the relationship between muscle function and cognitive function in menopausal individuals because previous research has indicated that improving muscluar fuction may be uniquely impactful for promoting cognitive and physical health in this population.

The Role of Autism in the Effects of Social Media Exposure on Young Women
Awardee: Nelly Wang, Bouvé’27
Mentor: Rachel Rodgers, Bouvé, Applied Psychology
This project examines how social media exposure influences body image in young women with autism, aiming to better understand its effects and inform future support strategies. My role will include participant recruitment, data entry, and data analysis to help contribute to a deeper understanding of this important public health issue.

Predicting Cybersickness Susceptibility from Gaze Behavior
Awardee: Aisha Zahir, Khoury’28
Mentor: Wallace Lages, CAMD, Computer Science
We have seen a link between stronger field dependence (when people focus more on background scenery) and earlier motion sickness in VR. I will investigate these eye-tracking patterns further during a visual alignment task to understand why this happens, helping predict which individuals may be more sensitive to immersive environments.

Vertical Four-Channel Flow Cell for Single-Molecule Sensing
Awardee: Howard Zheng, COS’27
Mentor: Meni Wanunu, COS, Physics
This project develops a chip-based vertical flow cell with four parallel nanopore channels, combining precision single-molecule sensing with high speed and flexibility. The design allows efficient adjustment of experimental variables, enabling rapid protein detection and providing a versatile platform for biomedical research and future diagnostic applications.

Summit Fellows

Psilocybin’s Potential to Reverse Brain Damage From Intermittent Hypoxia in Sleep Apnea
Awardee: Reyna Ahuja, COS’27
Mentor: Michail Sitkovsky, Bouvé, Pharmaceutical Science
This project investigates whether psilocybin, a hallucinogen, can reverse brain damage caused by intermittent hypoxia or recurrent drops in oxygen levels, common in conditions like obstructive sleep apnea (OSA). Using a mouse model, intermittent hypoxia will be induced and treated with psilocybin. Changes in memory, brain structure, and connectivity will be measured with behavioral tests and advanced MRI scans. Given OSA’s strong link to dementia, this work could reveal a novel therapeutic pathway for prevention. Results will be shared through Northeastern’s RISE 2026, peer-reviewed scientific journals, and conferences, bridging neuroscience and public health for families impacted by sleep-related cognitive decline.

Using Fiber Photometry to Investigate Sex Differences in Neural Activity During Fear Conditioning
Awardee: Britney Amankwah, COS’26
Mentor: Rebecca Shansky, COS, Psychology
Despite neuroscience advancements, mechanisms underlying sex-dependent fear responses remain unclear. To bridge this gap, our lab investigated the anterior cingulate cortex-ventrolateral periaqueductal gray (ACC-vlPAG) circuit using Pavlovian fear conditioning. We found that the circuit is more robust in females than males, and manipulating its activation yields different responses. To further investigate, I plan to record ACC-vlPAG real-time neural activity using Fiber photometry. Male and female rats will be injected with a fluorescent calcium indicator in the vlPAG, then an optic fiber implantation in the ACC. We hope to discover patterns in neural activity that explain sexual differences in fear response.

Cobra: Crater Observing Bio-Inspired Rolling Articulator
Awardee: Sera Arimori, COE’28
Mentor: Alireza Ramezani, COE, Electrical and Computer Engineering
The COBRA Project (Crater Observing Bio-Inspired Rolling Articulator) is a snake-like robotic system designed to explore the Moon’s Shackleton Crater, where extreme temperatures and challenging terrain make exploration difficult. My work focuses on improving its mechanical and electronic systems, which includes battery placement, latching mechanisms, protective outer skin, and sensors in order to prepare for a titanium-printed prototype capable of withstanding lunar conditions. Using design, prototyping, and targeted testing, I aim to enhance durability, efficiency, and ease of maintenance. Results will be shared through presentations at RISE and relevant robotics conferences, contributing to advancements in space exploration.

Beyond Copyright Law: Technical Interventions for Large Language Models in Context
Awardee: Hazelyn Aroian, Khoury’26
Mentor: Felix Muzny, Khoury, Computer Science
With the recent proliferation of large language models, writers have filed lawsuits claiming rights violations. This interdisciplinary, mixed-methods literature review will provide a semi-systematic overview of technical interventions across the model development pipeline aimed at avoiding copyright infringement, and qualitatively assess their effectiveness in mitigating harm to human writers through legal and philosophical frameworks.

Neural and Behavioral Correlates of Implicit Rhythm in Statistical Learning and Language Acquisition
Awardee: Ananya Arvind, COS’27
Mentor: Zhenghan Qi, Bouvé, Communication Sciences & Disorders
This project examines the relationship between inherent rhythm perception and speech production. Adult participants will complete behavioral and rhythm perception tasks to assess speech-sound synchrony and rhythmic ability. These measures will provide insight into participants’ phonological statistical learning abilities and how they relate to broader rhythmic and language skills. This study examines the connections between rhythm and language, with potential implications for language acquisition and intervention. Research findings will be shared at an external research conference in the spring semester.

Trabecular Meshwork on a Chip
Awardee: Keerthi Atluri, COE’26
Mentor: Amir Vahabikashi, COE, Bioengineering
This project focuses on developing a 3D “trabecular meshwork on a chip” to improve understanding of glaucoma and enable testing of new treatments without animal tissue. Glaucoma, a leading cause of blindness, often results from fluid buildup in the eye that increases pressure and damages the optic nerve. Using high-resolution 3D printing and a gel-like material called GelMA, the device will replicate the eye’s drainage tissue and support living cells. This model will provide a controlled, physiologically relevant platform for evaluating multiple therapies, making glaucoma research faster, more ethical, and more reproducible.

Titanium Doped ZIF-8: Enhancing Electrochemical Performance and Longevity of Li-ion Batteries
Awardee: Mateo Bedell, COS’28
Mentor: Sanjeev Mukerjee, COS, Chemistry & Chemical Biology
A global transition to renewable energy sources has necessitated the development of long-lasting and high-performance energy storage. This research investigates the enhancement of lithium-ion battery performance by doping titanium-based nanoparticles into ZIF-8, a zeolitic imidazole framework. While ZIF-8 offers robust properties for energy storage, such as high surface area and chemical tunability, its electrochemical limitations hinder widespread commercial use. By doping the ZIF-8 structure with Ti-based nanoparticles, the project aims to overcome kinetic limitations and prevent dendrite formation, thereby enhancing battery stability, energy density, and longevity. This project lays a foundation for applications in lithium-sulfur systems.

Investigating PRNG Influence on Token Sampling in Large Language Models
Awardee: Nidhi Bendre, Khoury’26
Mentor: Ariel Hamlin, Khoury, Computer Science
Our research investigates how pseudo-random number generators (PRNGs) influence token sampling in large language models (LLMs), a process that shapes the words AI systems produce. By testing different PRNG algorithms in controlled LLM experiments, we aim to uncover whether PRNG choice affects output diversity, predictability, or bias. Using statistical analysis and machine learning, we will detect patterns and assess potential vulnerabilities. The findings could inform best practices for AI design, improving transparency and reliability. We will share our results at the RISE showcase, with potential for conference presentations, journal publications, and public summaries for the broader AI and ethics communities.

Quantum Materials Engineering through Tailored Metasurfaces
Awardee: Brennan Bezdek, COE’26
Mentor: Alberto De la Torre, COS, Physics
This project proposes the fabrication of dielectric metasurfaces to control quantum materials by harnessing their inherent sensitivity to external excitations via photons in photonic micro-cavities. This tool is a scalable approach to quantum materials control by replacing the need for large tuning fields and extreme environments with confined photons in a highly engineered electromagnetic environment. Findings from this project may enable the development of new quantum sensing probes and photon sources. Results will be shared at RISE and published in a peer-reviewed journal.

Agentic AI for Practical Impact: Supporting Sustainability, Healthcare, and Community Organizations
Awardee: Aaron Bhattachan, COE’26
Mentor: Miguel Fuentes-Cabrera, Khoury, Data Science
Imagine a world where AI agents transform how nonprofits, education centers, and clinical providers handle daily operations by automating routine tasks, managing workflows, and coordinating communications. While specific use cases may vary, this project will develop agentic AI to streamline scheduling, data entry, client follow-ups, and other processes. Over 50% of nonprofits today use or explore AI to increase efficiency and improve service delivery, while 80% of hospitals employ AI to boost operational performance. By piloting AI agents with local organizations, the project aims to boost efficiency, reduce errors, and enhance decision-making—helping organizations focus on critical work responsibly and effectively.

The Early Childhood Mental Health Boston Children’s Mental Health Initiative (ECMH Boston CMHI)
Awardee: Emma Bitterman, Bouvé’26
Mentor: Beth Molnar, Bouvé, Health Sciences
The ECMH Boston CMHI project aims to improve access to mental health services for children and families involved in the state’s child welfare agency. To evaluate the program’s effectiveness, interviews are conducted annually with leadership at the participating agencies, which include the Boston Public Health Commission (BPHC)/Healthy Start Systems (HSS), Children’s Services of Roxbury (CSR), and the two participating DCF sites. Thematic analysis allows the team to contextualize key findings and identify areas for improvement, leading to stronger outcomes for the children and families served. Results will be shared at RISE 2026 and published in a peer-reviewed journal.

Identifying SIMD Code Fragments of a Higher-Order Parallel Programming Language
Awardee: Anfisa Bogdanenko, COE’25
Mentor: Olin Shivers, Khoury, Computer Science
Modern computers contain powerful parallel processors like GPUs, but programming them requires expert knowledge. Remora is a higher-order parallel programming language that seeks to solve this issue by delegating hardware-specific decisions to the compiler. This project extends Remora with a static code analysis that identifies which code fragments are well-suited for parallel hardware. The analysis will utilize abstract interpretation to determine whether a given code fragment is SIMD (Single-Instruction Multiple-Data), meaning a single set of instructions that can simultaneously operate on multiple data. The resulting specification will be implemented in the Remora compiler, shared at RISE and published domain-specific conferences.

Early Developmental Milestones and ADHD Outcomes
Awardee: Sam Bongiolatti, Bouvé’27
Mentor: Jonathon Bennett, COS, Biology
Early identification of ADHD is challenging, as few established predictors exist from early childhood. Identifying such markers could greatly improve the long-term health and success of affected children. This project examines whether the timing of early motor and language milestones is linked to ADHD, and whether these patterns predict cognitive, motor, social, or executive functioning outcomes in middle childhood (ages 7–11). Milestone timing will be compared between children with and without ADHD and analyzed in relation to later outcomes. The conclusions of this project will be shared at RISE, the Eastern Psychological Association conference, and submitted for publication.

Improvements of 3D Printed PMMA for Dental Applications
Awardee: Umme Hani Bootwala, COE’27
Mentor: Ruobing Bai, COE, Mechanical & Industrial Engineering
Over 12 million Americans lack dentures due to cost and access barriers, while many who have them suffer from discomfort and fragility. This project strengthens 3D-printed dental prostheses by reinforcing resins with embedded particles to improve durability. Using digital light processing (DLP) printing, self- reinforced PMMA witll be compared with other resins and techniques to enhance crack resistance, which is critical for withstanding chewing forces. If successful, this method could allow the widepsread adoption of 3D printing dental prostheses and reduce healthcare disparities. Results will be shared through open-access publications and industry partnerships.

Modeling Thermal Performance Curve Evolution in Drosophila Suzukii under Empirical Climates
Awardee: Zoe Chapman, Khoury’26
Mentor: Kathleen (Katie) Lotterhos, COS, Marine & Environmental Sciences
Rising global temperatures drive changes to the physiology and range limits of Drosophila suzukii, an invasive fruit fly with serious agricultural impacts. Understanding how the species’ fitness varies with temperature is essential for predicting future range shifts. This project will integrate empirical temperature data from three U.S. locations into a forward-evolutionary simulation, incorporating realistic variation and seasonal life-history cycles to model thermal performance curve evolution. The approach will provide insight into potential range expansion and guide agricultural management, while advancing the integration of empirical data into evolutionary modeling. I hope to present my work at the Evolution conference.

Rehabilitation Timing in Parkinson’s Disease: Impact on Outcomes and Healthcare Utilization
Awardee: Rohan Chopra, Khoury’26
Mentor: Winston Kennedy, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
This study investigates whether starting rehabilitation therapies (physical, occupational, and speech) soon after a Parkinson’s disease (PD) diagnosis improves health outcomes and reduces healthcare utilization compared to delaying treatment. Parkinson’s affects movement, balance, and independence, and early therapy may help preserve function and prevent complications. Using nationwide Medicare data, we will analyze and compare long-term hospitalizations, emergency visits, nursing facility admissions, and costs between early and delayed rehab groups. Findings could guide clinical guidelines, insurance coverage, and policy, promoting timely rehab access to improve independence, reduce hospitalizations, and improve quality of life for over one million Americans living with PD.

Priority Effect Driven Interactions in Fungal Root Endophytes
Awardee: Ashley Conde, COS’26
Mentor: Randall Hughes, COS, Marine & Environment Sciences
Every plant hosts a community of microbes inside its tissues, including fungi called endophytes that live within plant tissues and can influence host health. This project examines how these fungi interact and whether the order in which they arrive (priority effects) changes outcomes. Using six fungal species from Big Bluestem roots, I will measure growth rates, test pairwise competition, and assess priority effects in lab experiments. Findings will reveal how interactions shape microbial communities, a key step toward understanding plant resilience in a changing climate. Results will be shared through a poster at RISE 2026 and a peer-reviewed MicroPub article.

Next Generation Periodic Extensional Flow Reactor Design, Fabrication, and Testing
Awardee: Catherine Connolly, COE’28
Mentor: Adam Ekenseair, COE, Chemical Engineering
Covalent organic frameworks can be formed into ultra-strong thin films with applications in numerous fields, including defense, energy, and biological systems. Most current film-making methods do not synthesize and process the film simultaneously, creating weak points that reduce performance. This project aims to build upon prior research to design a new reactor that achieves this simultaneous activity. The designed reactor will be tested first with a lower performance polymer, then with Graphimine — a breakthrough high-performance polymer first synthesized at Northeastern. Success would lead to stronger materials for critical applications and a patentable manufacturing process.

Investigation of the Role of A2A Receptor Signaling on NK Cell Suppression and Cytolytic Function
Awardee: Mary Danias, Bouvé’26
Mentor: Stephen Hatfield, Bouvé, Pharmaceutical Science
Low oxygen in the tumor microenvironment leads to the accumulation of extracellular adenosine, engaging A2A receptors (A2AR). Consequent production of immunosuppressive cAMP inhibits antitumor immune cells, including Natural Killer (NK) cells. Comparing NK cell responses to an A2AR-specific agonist versus a pan-agonist will delineate this receptor’s role from other adenosine-mediated signalling pathways. NK cell expression of maturation, activation, and inhibition markers indicates cell state. Cytokine secretion reflects NK cell killing ability against target cancer cells. Understanding A2AR’s impact on NK cell function can be clinically applied to boost immune responses against solid tumors. Results will be presented at RISE.

Guiding Vascular Organization in Cardiac Tissues via Geometric Cues
Awardee: Maya Einhorn, COE’26
Mentor: Guohao Dai, COE, Bioengineering
Stem cells take information and direction on how to differentiate from the environment around them, including their biochemical and mechanosensory niche. By supplementing media with specific proteins, stem cell colonies can form specific tissues, including cardiac tissue. The Dai Lab combines cardiac and vascular differentiation techniques, forming vascularized cardiac tissue, a physiologically relevant model. This project takes the next step in engineering the 3D patterning, which guides tissue architecture. By shaping tissues with varyious geometric molds, we will test whether structural cues drive certain vascular organization. These insights could accelerate the creation of physiologically relevant cardiac organoids for translational applications.

Polymer Ligation via Imine Boronic Ester Moieties to Form Recyclable Block Copolymers
Awardee: Cooper Emerson, COS’26
Mentor: Diego Alzate-Sanchez, COS, Chemistry & Chemical Biology
Our current plastic economy is unsustainable, as only around 10% of plastics are recycled. A more circular economy should be used that emphasizes recyclable and energy-efficient plastics and plastic manufacturing. My project aims to develop a method for synthesizing block copolymers that can be completely recycled into small polymer building blocks using imine boronic esters. Linking amine functionalized polystyrene to diol functionalized polystyrene, the imine boronic acid moiety allows the resulting block polymer to be completely hydrolyzed back to starting material under acidic conditions and reconstructed in different architectures. The results of this project will be presented at RISE.

Investigating Mechanisms to Inhibit Pilus Production in Acinetobacter baumannii
Awardee: Maddie Flanagan, COS’26
Mentor: Edward Geisinger, COS, Biology
Acinetobacter baumannii is a highly drug-resistant pathogen known for causing serious hospital-borne infections, including sepsis and pneumonia. An important factor in A. baumannii ‘s drug resistance is an extracellular structure known as the type IV pillus (TFP), which allows A. baumannii to acquire new drug resistance genes. The global regulator system BfmRS responds to cell stress signals and controls the expression of TFP genes, but how exactly BfmRS regulates the TFP and its impact on TFP function remains unknown. In this project, I will genetically and chemically suppress cell stress signals and evaluate the impact on TFP function independently of BfmRS.

Characterization of Neural Hypertranscription within Axolotl Dorsal Spinal Cells
Awardee: Pablo Flores-Muñoz, COS’26
Mentor: James Monaghan, COS, Biology
The Axolotl salamander, Ambystoma mexicanum, can fully regenerate its spinal cord after injury. Our lab has identified a striking domain within the dorsal spinal cord enriched in EU⁺ cells exhibiting hypertranscription (high RNA content), frequently co-localizing with key patterning genes such as Pax7, Sox2, and Shh. This phenomenon is markedly upregulated during regeneration, suggesting a role in neural pattern reformation. However, the nature of the transcribed RNA, its potential link to the cell cycle, and the biochemical pathways involved remain unknown. Elucidating these mechanisms could reveal how hypertranscription shapes neural stem cell fate during regeneration.

Polymerization of Novel 2D Polymers
Awardee: Hannah Giusti, COE’26
Mentor: Steve Lustig, COE, Chemical Engineering
Creating a product that is twice as stronger and lighter weight than Kevlar has applications including aerospace, defense, and sustainable initiatives. Emerging research in the field of two-dimensional polymers has confirmed such a mechanically durable, chemically resistant, and lightweight materials is possible. This research develops a novel extensional flow reactor, designed to allow for greater molecular alignment and results in significantly increased material strength and durability. The ability to control molecular orientation and reaction kinetics has widespread industrial applications manufacturing new products. Results from this research will be documented in a research article summary of findings.

In Vivo Detection of G-Quadruplex Structures Using Fluorescent Probes
Awardee: Caitlyn Given, COS’27
Mentor: Constantin Takacs, COS, Biology
This project will investigate the presence of G-quadruplex (G4) structures in Borrelia burgdorferi, the causative agent of Lyme disease. B. burgdorferi uses antigenic variation to avoid identification by the immune response, potentially leading to persistent infection. G4 structures are implicated in gene regulation and may be involved in antigenic variation. This project will test fluorescent probes for G4 identification and develop staining and fluorescence quantification protocols. Using the selected probes, G4 stabilizers will be tested and DNA vs. RNA G4 structures will be differentiated by blocking transcription or overexpressing G4-rich RNA. Results will be shared at the RISE Exposition.

The Effect of ZHX2 Knockout on Microstructure Integrity and Functional Connectivity Following Acute
Awardee: Ava Glavine, Bouvé’27
Mentor: Camron Bryant, Bouvé, Pharmaceutical Science
This research investigates the role of the transcriptional repressor protein, Zinc-Fingers and Homeobox 2 (Zhx2), on neuroanatomical structure and brain activity in response to oxycodone (OXY), a synthetic prescription opioid. With advanced in-vivo brain imaging, we will investigate the role of Zhx2 on connectivity and white matter tract integrity in mice. We aim to identify the mechanism of action for Zhx2 in the context of OXY addiction model behaviors. We hypothesize that Zhx2 KO will pose no significant effect on brain microstructure integrity, the directionality and diffusion of water, or functional connectivity within the brain in the presence of OXY.

Using CRISPR to Understand Collagen Matrix Formation
Awardee: Luke Goncalves, COE’25
Mentor: Erin Cram, COS, Biology
This project focuses on how cell migration guides organ formation. Cell migration is important in development, wound healing, and cancer. The DTC guides formation of the reproductive system in the worm. My project is about understanding how a network of collagen extracellular matrix proteins tells the DTC when and where to stop migrating.Our hypothesis is that collagen creates a less degradable matrix surrounding the DTC and halts DTC migration in adult worms. By adding this to a publication in progress, this can give new insights into unregulated cell migration which can be applied to other research areas such as metastasis.

“Ni Una Más”: Feminist Theory in Young Adult Latinx Speculative Fiction
Awardee: Mia Gonzalez, CSSH’26
Mentor: Nicole Guidotti-Hernandez, CSSH, English
I aim to explore how feminist theory develops through Young Adult Latinx speculative fiction. By understanding several other forms of this genre, we can gain a deeper understanding of how Latinx representation, particularly the portrayal of women, influences the way we think about feminism in society. Focusing primarily on Young Adult speculative fiction, a variety of novels, short stories, and comics will be used to see the ways Latina women are represented alongside cultural values. Through the use of a research paper, a necessary discussion on how existing Latinx literature explores feminism will be conducted.

Advancing Drug Discovery to Improve Therapeutics for Human African Trypanosomiasis
Awardee: Isabelle Gonzalvo, COS’26
Mentor: Lori Ferrins, Bouvé, Chemistry & Chemical Biology
Human African trypanosomiasis (HAT) is a neglected parasitic disease caused by Trypanosoma brucei and is fatal if left untreated. Current treatment options are limited by toxicity, suboptimal efficacy, complex dosing regimens, and the emergence of drug resistance. This project aims to optimize the physicochemical properties, particularly solubility, of lead compounds that have demonstrated activity against T. brucei , with the goal of enhancing their therapeutic potential.

​​Investigating CNS Barrier Maturation across Development
Awardee: Aanya Gupta, COS’28
Mentor: Jenn Ingemi, COS, Biology
The CNS relies on protective barriers to maintain homeostasis. Disruption of these barriers is a hallmark of diseases like spinal cord injury (SCI). Neonatal mice heal SCI without scarring, but this ability declines postnatally, coinciding with changes in astrocytes and vascularization. I hypothesize maturation of CNS-periphery barriers contributes to this regenerative decline. I will study the blood-brain barrier (BBB) using AAV serotypes with different permeability (AAV9 vs PHPe.B) to map its formation. Comparing AAV9 and PHPe.B delivery with BBB-impermeable dyes will distinguish endothelial vs glial contributions to BBB sealing. Results will be presented at RISE.

Effects of Probiotic Dietary Supplement on Neurodegeneration in Sod-1 Mutant C. Elegans
Awardee: Raymond Hackett, COS’27
Mentor: Lindsay Mehrmanesh, COS, Biology
Determining the effect of probiotic dietary supplements on neurodegeneration in C. elegans HA3299. HA3299 is a mutant strain of the nematode Caenhorabditis elegans expressing increased aggregation of the SOD1 protein in motor neurons. Over time, aggregation of SOD1 causes neurodegeneration in the nematodes. Over-aggregation of SOD1 contributes to ALS manifestation in humans. Progression of neurodegeneration assessed in nematodes via thrashing and soft touch assays to gauge motility. Proof-of-concept experiment shows statistically significant slowing of neurodegeneration in nematodes with probiotic supplements in advanced stage of life.

Exploring the Interface between Sleep and Unpredictability on Language Development during Infancy
Awardee: Maille Hagen, COS’26
Mentor: Laurel Gabard-Durnam, COS, Psychology
To deepen the understanding of the impacts of the interface between sleep and unpredictability on language development across the first year of life, this project will use data collected as part of the ongoing Plasticity in Neurodevelopment (PINE) Socioemotional Experience-Expectant Development (SEED) study. Current research suggests sleep and unpredictability play individual roles in early language development; however few studies exist that begin to connect these factors together with language development during the first year. The results of this project will expand on the limited existing research in the field and will be presented at the Spring 2026 RISE Expo.

Examining Infant Babble and its Relationship to Non-Nutritive Suck
Awardee: Alex Hong, Bouvé’26
Mentor: Emily Zimmerman, Bouvé, Communication Sciences & Disorders
This project examines early language development by analyzing infant babble in terms of its rate, frequency (volubility), and types. We plan to explore how these characteristics relate to non-nutritive sucking (NNS), an early oral-motor skill. Using naturalistic audio recordings and existing NNS data, we plan to identify patterns that may provide insight into development pathways in infancy. Analysis will involve measuring and classifying babble with established acoustic tools, supported by a trained research team. Anticipated outcomes include a better understanding of the relationship between early oral-motor and vocal behaviors. Results will be shared at RISE and possibly a journal publication.

Construction and Validation of an Inducible Cre-loxP Recombinase System For Plant Genomic Editing
Awardee: Zaineb Irfan, COS’26
Mentor: Carolyn Lee-Parsons, COE, Chemical Engineering
CRISPR/Cas-mediated genome editing in plants can be detrimental to cell health and growth due to a build up of Cas proteins. As such, this research aims to prevent the continued expression of Cas genes by cloning an inducible Cre- loxP recombinase system to remove the Cas gene after it has completed its desired edits. This system will be validated in the model plant Nicotiana benthamiana, with the goal of applying it later to transgenic plants generated by the Lee-Parsons lab. The findings from this project will be presented at RISE.

Beyond the Safety Net: Maternal Mortality, Policy and Political Power in Two Americas
Awardee: Nikoletta Kennedy, Bouvé’26
Mentor: Amy Helburn, Bouvé, Health Sciences
This project is a comparative policy analysis examining the intersection of maternal health, public policy, and structural inequality in Argentina and the United States. Drawing from data collected during my Fall 2024 Health Equity internship, I will integrate new data from international agencies such as UNFPA, PAHO, WHO, and Policy Commons. The goal is to evaluate both countries’ effectiveness and unintended consequences of maternal health policies. The analysis will assess how supportive policies, such as Argentina’s 1,000 Days Plan and U.S. state-level Medicaid expansion, correlate with maternal health outcomes and broader structural forces, including religious conservatism and economic inequality.

The Mind-Body Project
Awardee: Evan Kenny, COS’26
Mentor: Neha Gothe, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
The Mind-Body Project is an 8 week study on the feasibility, efficacy, and acceptability of Mindfulness-Based Eating and Yoga as an intervention for adults with obesity or overweight. Measurement of baseline and post-intervention body composition, blood sugar, and lipid panel data, as well as self-report and survey outcomes will allow for comprehensive data analysis and determination of statistical significance of the project. Dissemination of project results will take place at NU’s RISE, professional venues such as the Society of Behavior Medicine, and through potential publication in an applicable academic journal.

Understanding the Relationship Between Psychopathology and Facial Recognition Across Development
Awardee: Amelia Klug, COS’27
Mentor: Alexandra Rodman, COS, Psychology
My project investigates how adolescents with and without mental health conditions, such as anxiety and depression, recognize and interpret facial expressions. Using a Facial Morphs task, participants aged 10–18 will view peers faces showing varying emotional intensities and identify the emotion they see. I aim to understand patterns in accurate recognition and misperception, such as mistaking neutral faces for anger. By understanding how adolescents read emotions and social cues we can understand how mental health shapes peer relationships, academic outcomes, and even long-term well-being. I plan to share my findings at RISE, contributing to both scientific understanding and public awareness.

Contribution of Left Posterior Parietal Cortex on Ipsilateral Movement Adaptation
Awardee: Jacob Kogan, COS’27
Mentor: Mathew Yarossi, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
Movement planning occurring in the left posterior parietal cortex (LPPC) is crucial in right-arm adaptation; however, its contribution in left-arm adaptation is unclear. Understanding how LPPC is involved in left-arm adaptation could facilitate motor recovery in people with motor impairments caused by neurological conditions. This project will causally examine the role of movement planning governed by LPPC in left-arm adaptation by using transcranial magnetic stimulation while participants are adapting to a novel environment. Analyzing reaching error, which reflects adaptation, will implicate the LPPC’s role in left-arm adaptation. I plan to present results at RISE and Society for Neuroscience conference.

Performance Testing Analysis of the Upgraded CMS ECAL Barrel Readout Electronics for HL-LHC
Awardee: Charlie Lange, COE’27
Mentor: Toyoko Orimoto, COS, Physics
This project will analyze data from the 2025 test beam of the CMS Electromagnetic Calorimeter (ECAL) at CERN, evaluating the performance of upgraded electronics designed for the High-Luminosity Large Hadron Collider. Higher luminosity will improve the observability of rare physics events but poses major detector challenges, such as radiation tolerance, timing resolution, and data throughput. The project will review prior analyses, reproduce 2024 results, and investigate the 2025 dataset in collaboration with ECAL experts. The findings will be compiled into an internal CMS report and presented at the CMS Upgrade meeting and the 2026 RISE showcase.

The Effect of Distance and Stress on Plant Defense Signaling along Common Mycorrhizal Networks
Awardee: Ian Lebovitz, COS’26
Mentor: Mariana Mestre, COS, Marine & Environment Sciences
Mycorrhizal networks are ‘webs’ of symbiotic fungi that connect plants together, allowing them to share resources and defense signals which improves the health of all organisms involved. Research into these networks has shown just how vital these networks are in supporting plant life and how useful they could be in agriculture. This study seeks to expand upon that knowledge by testing the strength of defense signal sharing under adverse conditions. The treatments in this research will look at soil salinization and distance between connected plants, and will be measured by observing insect consumption of plants and root mycorrhizal colonization level.

Affectrum – Mental Health Tracking App and Clinician Dashboard
Awardee: Justin Lee, DMSB’26
Mentor: Martin Dias, DMSB, Management Information Systems
Affectrum is a mental health tracking platform integrating an iOS app, clinician dashboard, and future hardware to connect patient self-tracking with provider decision-making. The iOS app, built in SwiftUI (MVVM architecture), logs conditions, medications, sleep, and activities, while the React + TypeScript dashboard visualizes de-identified, consent-based data stored locally or in a secure Supabase cloud with HIPAA-ready safeguards. AI-generated summaries and recommendations use the GPT-5 API, developed under faculty ethical guidance. Co-designed with 50+ testers and 2+ clinics, the project will launch on the App Store, deploy the dashboard, and surpass 100 users this semester, with results presented at RISE.

Supporting Implementation of Universal IPV Education in Pediatric Primary Care: A Qualitative Study
Awardee: Lexie Lewis, COS’26
Mentor: Samantha Garbers, Bouvé, Health Sciences
My project examines how pediatric clinics can better support caregivers experiencing intimate partner violence (IPV). Using the Consolidated Framework for Implementation Research (CFIR 2.0) and the CUES model—Confidentiality, Universal Education, Empowerment, and Support—I will analyze interviews with clinic staff to identify barriers and facilitators to implementation. The goal is to stregntehn universal IPV education so families receive resources and support regardless of disclosure. Findings will be shared with clinic partners, presented at conferences, and submitted for publication, contributing to practical, evidence-based strategies that make pediatric primary care a safer, more supportive space for all families.

Knowing What’s Unknown: Scalable Uncertainty Quantification in Neural Networks via Bayesian Modeling
Awardee: Luisa Li, Khoury’26
Mentor: Robin Walters, Khoury, Computer Science
The ability for a machine learning model to know when it is uncertain is vital in safety critical fields such as medical diagnosis. The lack thereof is the reason language models confidently hallucinate. The Bayesian philosophy to machine learning provides a principled structure to uncertainty quantification not achievable out-of-the-box in the existing paradigm, but suffers from scalability issues in large scale applications. This project asks if existing results from model pruning, a technique to reduce the physical size of neural networks while preserving its capabilities, can be applied to Bayesian models to enable their practical and general use.

Analyzing Local Vendor Procurement Patterns in Higher Education Using Iris Umetrics Data
Awardee: Megan Li, Khoury’26
Mentor: Youngbok Ryu, DMSB, Management
This project examines how universities purchase goods and services from local vendors, using the IRIS UMETRICS database covering over 100 campuses. By analyzing detailed vendor payment data, we will map and compare local procurement patterns across institution types, spending categories, and geographic contexts. Findings will reveal how universities act as economic anchors, supporting regional businesses and resilience. The results will inform higher education leaders and policymakers on strategies to strengthen community impact through procurement. We will share outcomes through academic publications, policy briefs, and presentations to stakeholders in higher education and regional economic development.

Investigating Electrode Wettability for Lithium-Ion Batteries Using Controlled Droplet Deposition
Awardee: Nathan Lim, COE’27
Mentor: Juner Zhu, COE, Mechanical & Industrial Engineering
This project explores how liquid electrolyte moves through the porous structure of lithium-ion battery electrodes in a process known as wetting or imbibition. Understanding this behavior is key to improving battery manufacturing efficiency and enabling rejuvenation of spent batteries. Using a micromanipulator to deposit electrolyte onto the electrode surface, we will characterize wetting under different conditions to develop a model that predicts infiltration behavior. By improving our understanding of this process, the study could clarify the fundamental science of multiphase flow in porous media. I plan to present at RISE and the Battery Sustainability Workshop, with potential for academic publication.

Non-Invasive Full Body Virtual Worlds and Training Simulators
Awardee: Milo Lin, CAMD’26
Mentor: Jonathan Matthis, COS, Biology
Have you ever wanted to play and learn in virtual worlds but didn’t want to put on clunky VR or AR headsets? Or be able to interact without clunky controllers, keyboards, or buttons? With the interactive floor, players can compete in games and experiences using full-body motion. With this setup, creators can recreate their own games or training simulators in a 9 by 9 foot space for purposes like physical therapy, productivity, interactive mind mapping, and even a live Dungeons and Dragons game.

Impact of Early Life-Adversity on Pubertal Development
Awardee: Vivian Lin, COS’26
Mentor: Heather Brenhouse, COS, Psychology
Recently, changes in pubertal onset have been a prevalent topic of discussion due to their dire impact on our society, especially in adolescents and young adults. ELA is a known risk factor for accelerated puberty, which can biologically reprogram chemical reactions in our stress and reproductive systems. Specifically, for this project, we want to look at how ELA affects pubertal development. This will be done through a series of Western blots, hoping to validate the results from prior qPCR experiments. Results will contribute to an ongoing manuscript and be disseminated at the RISE Summit and potentially other scientific conferences.

Dynamic Pulsating Crystallization in Evaporating Salt Droplets
Awardee: Aavi Lund, COE’26
Mentor: Xiaoyu Tang, COE, Mechanical & Industrial Engineering
Salt droplets typically form rigid crusts when they dry, but we have observed a novel dynamic pulsating phenomenon during the crystallization of cesium chloride droplets. Through systematic experiments varying environmental conditions and chemical composition, this research will identify what controls this pulsating behavior and develop theories explaining the underlying physics. This research advances fundamental understanding of crystallization dynamics and has potential applications in pharmaceutical manufacturing and droplet based devices. Results will be shared at RISE and APS’s Division of Fluid dynamics conference, with later plans for a publication in scientific journals.

Structural and Functional Analysis of GIRK3 Potassium Channels
Awardee: Ricardo Macarron, Bouvé’26
Mentor: Diomedes Logothetis, Bouvé, Pharmaceutical Science
This project investigates the unique role of GIRK3 potassium channels and how they differ from other GIRKs. GIRK3 is a G-protein-gated inwardly rectifying potassium ion channel that is widely believed to play a significant role in addiction. However, its precise function and mechanisms remain poorly understood. To study this, I will measure GIRK3’s presence on cell membranes using luminescence assays, analyze its interaction with GIRK2 using a 3D molecular structure, and introduce point mutations to identify important amino acids that influence its activity. These findings will advance our understanding of GIRK3’s role in addiction.

Haptic Teleoperated Robotic Underwater Manipulator for Low Visibility Environments
Awardee: Isabella Mor, COE’25
Mentor: Peter Whitney, COE, Mechanical & Industrial Engineering
This project aims to assist with the development of a custom teleoperated robotics arm for underwater environments, where real time visual feedback is crucial. I will design a low-latency camera streaming subsystem capable of operating in a low-visibility environment, and an easy to navigate user interface to assist in teleoptic operation of the arm. In addition to the camera subsystem, I will assist with the assembly of the arm and field testing at Woods Hole Oceanographic Institute. Results of this project will be shared to a journal article this fall and in a formal presentation to the Northeastern robotics group.

Imageable – AI Framework for Multi-Dimensional Building Dataset Acquisition
Awardee: Khoi Ngo, Khoury’26
Mentor: Carlos Olascoaga, CAMD, Computer Science
Imageable is a project that combines artificial intelligence with community insights to map buildings in African cities where detailed data is often missing. Having accurate and reliable information about building heights, materials and structures is essential for smart urban planning, climate resilience, and equitable development. The project will deliver open source AI tools, multi-city datasets, and best practices guide on on how to use them effectively. Results will be shared through workshops with urban planning agencies, open access platform on Github and Hugging Face, and a presentation at RISE, empowering communities and planners to design more sustainable, smarter cities.

Synthesis and Photocatalysis Characterization of a Nickel Dimer
Awardee: Deirdre O’Neill, COS’27
Mentor: Hannah Sayre, COS, Chemistry & Chemical Biology
Photocatalysis reactions are powered by light, such as the Sun. This work focuses on the synthesis and characterization of a nickel dimer previously described as inactive for photocatalysis. Collaborators have created products from this dimer, indicating it may not be as inactive as previously thought. Spectroscopic techniques will be used to analyze the excitation behavior and reactivity of the nickel dimer. If found to be reactive, the nickel dimer can serve as an efficient, sustainable catalyst to make medicines, dyes, and polymers. Research findings will be shared at Northeastern RISE, as well as an American Chemical Society Conference in 2026.

AI-Enabled Tools for Augmenting Class Discussions
Awardee: Sharon Pan, Khoury’26
Mentor: Leanne Chukoskie, Bouvé, Physical Therapy, Movement, and Rehabilitation Sciences
This project aims to build a new kind of AI-powered class discussion tool with Obsidian, a note-taking app that visually connects ideas in a web. Differing from traditional discussion boards, students will be able to collaborate with their peers to visually identify shared ideas and where confusion is forming. An AI assistant will maximize learning by summarizing conversations, indicating points of conflict, suggesting follow-up questions, and recommending helpful resources. We strive to create a resource that can enhance learning, spark new ideas, and increase productivity. Our final product and results will be shared at RISE, Northeastern’s undergraduate research showcase.

Bacterial Nitrogen Metabolism Engineering to Overcome Reabsorption in Hepatic Encephalopathy
Awardee: Katerina Pashiardis, COE’25
Mentor: Neel Joshi, COS, Chemistry & Chemical Biology
Hepatic encephalopathy (HE) is a brain disorder caused by ammonia buildup resulting from liver detoxification failure. Hyperammonemia triggers neuroinflammation and disrupts neurotransmission, causing cognitive and functional impairments in HE patients. Gut bacteria exacerbate ammonia’s entry into the bloodstream by converting urea to ammonium. Similar therapeutic attempts have failed as they produced ammonium compounds that were reabsorbed systemically. This project engineers gut bacteria to maximize ammonium nitrogen sequestration, reducing its diffusion into the bloodstream. Our approach targets amino acid transporters and induces nitrogen-rich protein production to permanently sequester ammonium nitrogen. We hypothesize this will reverse hyperammonemia, offering a novel therapeutic.

Sex Differences in Childhood Trauma and Physical Comorbidities in Individuals with Psychosis
Awardee: Prachi Patel, COS’26
Mentor: Elisabetta Del Re, COS, Psychology
Individuals with psychosis have increased rates of childhood trauma and physical comorbidities than healthy controls. Individuals with psychosis live 15-20 years less than healthy controls, due to both psychological and physical implications (e.g., increased rates of cardiovascular disease and metabolic syndrome), indicating that this area of exploration is of particular importance. This study examines the group and sex differences in childhood trauma and physical comorbidities as well as their interaction in a large dataset (n=1113) between healthy controls and those with psychosis. Understanding sex-specific patterns could improve early intervention strategies, which could lead to targeted prevention and tailored treatment plans.

Peer, Instructor, and AI Feedback in the L2 Writing Process
Awardee: Francesca Pendus, Khoury’27
Mentor: Christina Agostinelli-Fucile, CSSH, World Languages Center
AI is increasing steadily in many aspects of daily life, including education. This project examines the kinds and quality of feedback generative AI can provide for students learning to write in a second language, as compared to instructor and peer feedback, and how students will evaluate and respond to these types of feedback. Participants received feedback on their Spanish essay from the instructor, peers, and ChatGPT. They completed a pre and post-survey reflection on these types of feedback after using ChatGPT. The project is expected to demonstrate that generative AI provides useful feedback but does not replace human-to-human feedback.

Investigating Spatial Recognition for Luminosity Background Simulations in the FCC Detectors
Awardee: Alexander Poulin, Khoury’27
Mentor: Louise Skinnari, COS, Physics
The Future Circular Collider (FCC) at CERN requires validation that the system will benefit from the higher energies without being overwhelmed by the beam background. This research focuses on the performance of the particle tracking system for the proposed detectors at the FCC by implementing a spatial recognition algorithm to leverage differences in the behavior of the signal compared to background. This algorithm must account for the complex geometries of the detectors and assess the performance on varying set of background particles. Improvements in tracking enable more precise measurements needed in the search for new physics and dark matter particles.

Simultaneous Measurement of Proteins and Metabolites Using Mass Spectrometry
Awardee: Helena Rittenhouse, COS’26
Mentor: Owen Skinner, COS, Chemistry & Chemical Biology
Proteins and metabolites interact dynamically within the body, forming complex regulatory networks that influence cellular processes and physiological states. These interactions can serve as measurable indicators of various diseases. Mass spectrometry is commonly used in both proteomic and metabolomic studies, but conventional sample preparation methods focus on isolating them individually. We aim to develop a method for their simultaneous analysis. This will contribute a valuable tool to systems biology, allowing deeper insights into the molecular interplay between the proteome and metabolome.

Evaluating Trauma Assessment Methods in Psychosis
Awardee: Haniya Rizwan, COS’27
Mentor: Michelle Israel, COS, Health Sciences
This project evaluates three methods of assessing trauma in individuals with psychosis, using both medical records and self-report measures, to determine which approach provides the most clinically relevant information for improving care. Accurately identifying trauma is critical, as it’s a common yet often underrecognized comorbidity in psychosis that significantly influences treatment and recovery. Findings will be shared among the Wellness and Recovery After Psychosis (WRAP) clinic, at an external conference, and at Northeastern’s RISE conference, contributing to the development of more trauma-informed clinical practices.

Ensemble Data Analysis for Social Media Performance
Awardee: Isha Sakamuri, Khoury’27
Mentor: Yakov Bart, DMSB, Business Administration
This project analyzes Instagram, TikTok, and YouTube performance data for major brands to uncover how content features, posting patterns, and platform differences influence audience growth and engagement. Using cleaned, integrated datasets and statistical modeling, it identifies cross-platform trends, evaluates the impact of specific post characteristics, and compares brand strategies for sustainable growth. Findings will be shared through visual summaries and an interactive dashboard, making insights accessible to both technical and non-technical audiences.

Bio-Inspired Origami-Patterned Actuator Design
Awardee: Sangli, COE’28
Mentor: Kris Dorsey, Bouvé, Electrical and Computer Engineering
This project aims to modify origami-patterned soft robotic actuators to allow for greater and more complex control. By studying biological systems, the principles of natural locomotion can be incorporated into the design and prototype of the actuator. The results of this research will be shared in a peer-reviewed journal.

SUMO1-Regulation of the Voltage-Gated Sodium Channel Nav1.4
Awardee: Elizabeth Scholl, Bouvé’26
Mentor: Leigh Plant, Bouvé, Pharmaceutical Science
Sodium channel Nav1.4 is a voltage-gated skeletal muscle ion channel that plays a crucial role in generating and propagating action potentials, which control muscle contractions and movement. If functional issues arise, people can experience compromised motor function and painful muscle conditions. Previous research demonstrated that the Small Ubiquitin-like Modifier SUMO1 alters the functionality of Nav1.5, which is structurally similar to Nav1.4, under hypoxic conditions. My project aims to investigate how SUMO1 may affect Nav1.4 and identify binding sites on the channel. I plan to present this project at RISE and the 2026 Biophysics Society Annual Meeting.

Copper-Amyloid-β Catalyzed Oxidation of Catecholamine Neurotransmitters in Alzheimer’s Disease
Awardee: Kyla Shaw, COS’28
Mentor: Vaso Lykourinou, COS, Chemistry & Chemical Biology
The project investigates Alzheimer’s disease pathology by examining oxidative stress mechanisms from redox interactions among catecholamines, copper-Amyloid-beta; peptides, and reactive oxygen species (ROS). Using UV- Vis spectroscopy, I will analyze the copper-peptide complexes that significantly contribute to catecholamine oxidation and quinone formation through copper-mediated electron transfer reactions. By characterizing different amyloid-β fragments’ and their ability to facilitate copper reduction cycles, I aim to reveal the mechanistic pathways underlying neurotransmitter dysfunction in Alzheimer’s disease. The findings will advance our understanding of how metallo-amyloid complexes contribute to Alzheimer’s disease pathology and may inform therapeutic strategies targeting oxidative neurotransmitter damage.

AmbientSense: Ambient Backscatter Communication for Air-Quality Monitoring
Awardee: Shree Singhal, COE’26
Mentor: Stefano Basagni, COE, Electrical and Computer Engineering
This project, AmbientSense, aims to design, prototype, and test an ultra-low-power, ultimately batteryless air-quality monitoring node for dense urban deployment. Leveraging ambient backscatter communication, where devices reflect existing signals rather than generating their own, AmbientSense enables continuous, maintenance-free sensing while reducing battery waste. By addressing the high cost and limited coverage of current monitoring networks, this project supports equitable, real-time monitoring for all communities. The final outcome will include a validated, scalable node prototype demonstrating the feasibility of this approach and lay the groundwork for scaling to city-wide networks, with findings disseminated through research showcases and an open-access report.

Applications of Nesocodin Formation in Scalable Proline-Sensing Hydrogels
Awardee: Chloe Sivitz, COS’25
Mentor: Dan Wilson, COE, Chemical Engineering
Enhanced proline production is a protective response in plants to biotic and abiotic stressors. In an age of heightened climate disaster occurrences and increased food requirements for a growing population, vegetation is increasingly under threat. A low-cost device that can be used as a front line detector for plant health deterioration without specialized lab equipment may play an important role for protecting environmental and human health. To address these concerns, I will use the formation of red-pigmented nesocodin derived from nectar in a gel matrix to optimize an accessible point-of-need sensor for plant stress via proline release.

Intelligibility of Accented Speech
Awardee: Prajana Sriram, COS’28
Mentor: Jonathan Peelle, Bouvé, Communication Sciences & Disorders
This project explores how background noise affects intelligibility in native English speakers when hearing sentences spoken by people whose first language is English (L1 English) and people whose first language is not English (L2 English). Using prerecorded sentences from L1 and L2 speakers, participants will identify words under varying noise levels. Their accuracy will be analyzed using statistical tools like R to determine differences in intelligibility. Analyzing these patterns in accents can be useful in designing hearing aids and creating communication strategies for diverse populations. The results of this study will be shared at RISE and hopefully another external conference.

Mechanical Characterization of Cell Suspensions in Flow
Awardee: Ian Steele, COE’25
Mentor: Sara Hashmi, COE, Chemical Engineering
Current methods for distinguishing cell types, such as identifying cancer cells from healthy cells, often depend on expensive and low-throughput assays. This project explores a faster and more cost-effective alternative by examining how cells deform when passing through small channels. By analyzing how different cell types respond to the mechanical stress, we aim to establish unique “mechanical fingerprints” for each type of cell. This label-free approach has the potential to transform medical diagnostics, enabling rapid cancer detection and efficient cell sorting. Findings will be presented at research conferences, including RISE and complex fluids, and targeted for publication in biomedical journals.

Building low-SWaP, High-Precision, Ruggedized 4-DOF Gimbal System for  Groundbreaking Aerospace Poin
Awardee: Laura Teixeira, COE’27
Mentor: Josep Jornet, COE, Electrical and Computer Engineering
In order to meet a significant technological gap in the wireless communications industry – ultra-precision pointing capabilties for modular payloads for high-gain antennas and laser terminals to operate on drones, satellites, and robotic vehicles– we are proposing and building a low size/weight/power/cost (SWaP-C), 4DoF gimbal pointing system capable of withstanding extreme environments including air and space (ruggedization) by embedding the system with an advanced vibration suppression algorithm. This technology, currently commercially unavailable in a SWaP-C form factor, would tremendously benefit laboratories in the Wireless Institute of Things and Institute for Experimental Robotics at Northeastern.

Investigating Haptic and Visual Incongruencies in VR
Awardee: Ashton Triffitt, CAMD’26
Mentor: Wallace Lages, CAMD, Art and Design
We aim to find how incongruent visual and haptic feedback affects a virtual reality experience, and find how incongruent this feedback can be before the experience is negatively impacted, both as individual modalities, and together. We do this by having the user rate their experiences in environments where we modify three parameters; offset of virtual hands from real hands, offset of the virtual wall from the physical wall, the distance of the wall from the participant, and then ask them to modify an environment to match their previous ratings. We hope our findings enable more realistic and comfortable VR experiences.

Targeted Nanomedicines for CNS Diseases
Awardee: Waela Van Nostrand, COE’28
Mentor: Ganesh Thakur, Bouvé, Pharmaceutical Science
This project aims to develop a targeted nanoparticle drug delivery system for central nervous system (CNS) diseases by overcoming the blood–brain barrier (BBB). By building on skills in nanoparticle fabrication, characterization, and cell culture gained in Dr. Shen’s lab, I will learn to measure drug loading efficiency and assess cellular uptake and efficacy. I will adapt these methods to optimize BBB permeability, therapeutic efficacy, and minimize toxicity. The collaborative opportunities, including BBB microfluidic modeling, will support early-stage in vitro studies. The objective is to enable more effective, less invasive CNS treatments with improved drug delivery and reduced systemic side effects.

Simulating and Fabricating Vortex-Pinning Superconducting Nanowire Single-Photon Detectors
Awardee: Diego Velasquez, COE’28
Mentor: Marco Colangelo, COE, Electrical and Computer Engineering
At the center of cutting edge research in quantum communication and computing, astronomy, and medical imaging are precise nanowire devices capable of detecting single photons. These Superconducting Nanowire Single-Photon Detectors (SNSPDs) are highly efficient superconductors. Although superconductors expel magnetic fields, small localized regions of magnetic field—called vortices—penetrate through an SNSPD’s nanowire. These unpredictable defects weaken the efficiency of SNSPDs, and are the focus of this project. Using the PHIDL and pyTDGL modules, I will design and simulate vortex-trapping SNSPD fragments; successful simulations will be fabricated using equipment from Northeastern’s and MIT’s cleanrooms and the tested results will be published.

The Role of Saltmarsh Soil in Carbon Storage
Awardee: Cassandra Vongrej, COS’26
Mentor: Aron Stubbins, COS, Marine & Environment Sciences
Saltmarshes are valuable ecosystems, as they provide habitat, flood protection, water quality enhancement, and carbon storage. However, due to climate change and resulting sea-level rise, these vulnerable ecosystems are threatened. There is a growing need to investigate how saltmarsh carbon cycling is impacted by these changes, specifically by looking at the soil. In this study, soil organic carbon (SOC) will be measured through dissolved organic carbon, fluroescent dissolved organic matter, and C and N isotopes. These parameters provide insight on saltmarsh carbon cycling and estimates on carbon storage mechanisms.

Creating a CRISPRi RCOR3 Knockdown Cell Line to Assess G-Quadruplex DNA Presence Post UV Exposure
Awardee: Charlotte Walborsky, COS’27
Mentor: Tovah Day, COS, Biology
G-quadruplex (G4) DNA is a non-canonical DNA formation that forms in guanine rich regions of the genome. G4 DNA has been linked to genomic instability, while also being involved in gene regulation and repair. When cells are exposed to ultra violet (UV) radiation there is an increase in G4 DNA formation. Many proteins bind to G4 DNA. This project will focus on RCOR3, which we hypothesize is required for G4s to form post UV. My aim is to establish a CRISPRi RCOR3 knockdown cell line to elucidate the function of RCOR3 as it relates to G4 DNA formation and regulation.

Mural Painting Robot
Awardee: Oscar Wilmerding, COE’25
Mentor: Jahir Pabon, COE, Mechanical & Industrial Engineering
Blank city walls often stay blank because commissioning a mural can cost tens of thousands of dollars, a prohibitive barrier for many communities. I’m developing a cable-based robot that moves like a plotter, firing paint valves timed in milliseconds to map digital images onto 20-foot facades. The project involves designing solvent-resistant micro valves, integrating them with stepper motor positioning, and testing on Boston’s legal graffiti wall. The result will be a full-color proof-of-concept mural plus freely available CAD files, code, and build instructions so artists and community groups can replicate or enhance the system and widen access to public art.

Low-Cost 5 DOF (Degree of Freedom) ROV (Remotely Operated Vehicle) Manipulator
Awardee: Dylan Wolter, COE’27
Mentor: Bahram Shafai, COE, Electrical and Computer Engineering
With the increase of robotics in studying the oceans, ROVs (Remotely Operated Vehicles) are on the forefront of exploration and require costly custom designed manipulators to be able to interact with their environment. In order to lower the barrier to entry, developing a low-cost solution would open the door for more researchers to have accessibility to this technology. My goal is to design, create, and test a low-cost electric 5 DOF (Degree of Freedom) Manipulator for small scale ROVs. My hope for the design is to allow this technology to be brought to more platforms and expand its utilization.

Creating a S1P-R1 Ex-vivo Knockdown Model
Awardee: Emily Woo, COE’26
Mentor: Eno Ebong, COE, Chemical Engineering
The goal of this project is to establish a line of S1P-R1 knockdown vascular endothelial cells to study the effects of the knockdown on endothelial cell glycocalyx (GCX) structure under disturbed and uniform flow conditions. I will participate in establishing the knockdown line with shRNA or siRNA methods, perform flow experiments using a millifluiic device, and stain for GCX structural components using immunocytochemistry. I will participate in data analysis and will present my results at both weekly lab meetings in PowerPoint format and at the annual RISE presentation in poster format in addition to a scientific publication.

Validating the Role of DksA and Cupin in Regulating SurA2 Levels in Acinetobacter Baumannii
Awardee: Hiroki Yamaguchi, COS’26
Mentor: Veronica Godoy-Carter, COS, Biology
Acinetobacter baumannii is a pathogen that forms biofilms, a community of bacteria. Loss of Lon protease in A. baumannii results in increased production of SurA2, a protein associated with biofilms and antibiotic resistances. We previously identified potential factors, DksA and Cupin, responsible for SurA2 expression in Lon deficient strains. Our main objective is to confirm the role of DksA and Cupin in SurA2 expression by creating “clean” deletions of these genes. Once deletions are made, we would characterize (1) cell morphology, (2) SurA2 levels, (3) biofilms, and (4) motility. We plan to publish the result and present it at ASBMB.

Generalizable Neural Architectures for Metasurface Electromagnetic Modeling
Awardee: Aaron Zhou, Khoury’28
Mentor: Yongmin Liu, COE, Electrical and Computer Engineering
My project modernizes a proven approach to modeling electromagnetic scattering from metasurfaces, extending it with scalable and flexible neural network techniques. While traditional full-wave simulations remain computationally intensive and sensitive to size and shape, this work aims to build a neural model that generalizes across metasurfaces of arbitrary geometries. By capturing the underlying physics of light–matter interactions, the model offers a fast, differentiable pipeline for advanced optical systems such as holograms, lenses, and visualization devices to accelerate breakthroughs in medical imaging, ultra-fast data communications, and fields where precision optical design directly drives innovation and performance.