Boston CollegeMaster of Science in Data Science
Expected August 2027- Data Science Program Ambassador
- Dean's Scholarship
I’m not shy. I’ve done cold calls, pitched to VCs, and presented to an audience of college students about the female anatomy.
I love learning cool things: my latest rabbit hole.
I am human-centered with everything I do.
Built a deep-learning system that predicts body composition directly from ultrasound images, then used Grad-CAM to make the model’s reasoning visible.
My roleI developed the model and led the interpretability work. Using Grad-CAM, I checked which parts of each ultrasound image influenced its predictions.
CollaborationI worked with technical and clinical stakeholders, including hospital teams in Boston, Minnesota, and Ethiopia. I led communication between the groups as we reviewed results and prepared multiple peer-reviewed papers.

How Do Virtual Communication Settings Impact Pragmatic Language in Autistic Adults?
I co-authored research on how in-person and video communication settings shape pragmatic language, including politeness, uncertainty, and informativeness.
Presented as a poster at INSAR 2025 ↗
I started by rating utterances by hand for politeness, uncertainty, and information content. I saw an opportunity to scale that work, so I used those ratings as ground truth to fine-tune BERT. The model reached over 85% accuracy and gave the lab a way to annotate more language for future research.



Making breast augmentation consultations less uncertain.
I co-founded Revion, a post-surgery AI visualization tool for breast augmentation. Revion takes in a pre-surgery photo and outputs a personalized, realistic post-surgery visualization.
Women's health has historically been overlooked; it deserves access to the cutting-edge technology that can improve patient outcomes.
Getting the data meant cold-calling clinics and pitching them our solution. Through these calls, I secured data-sharing partnerships with two high-volume breast augmentation clinics.
At Boston College’s Elevator Pitch Competition, I pitched solo to investors and won first place, securing $1,500 from SSC Venture Partners. A couple of months later, our team placed as finalists at BC's Shark Tank.
Boston College
Boston College