Projects
Explore data science, machine learning, and application development projects.
Regeneron — Data Science & ML
Summer 2025 internship · RAG & wearable time series
RAG app with GPT-4 and biomedical APIs for literature review and biomarker exploration. ML on accelerometer time series from neurological patients for disease progression (85% accuracy).
LLM Biomedical APIs
Writeup · AI literature workflows
Technical angle on LLM-integrated literature review patterns—related to the RAG pipeline built at Regeneron.
Power BI Best Practices
Data Visualization & Dashboarding
Comprehensive guide to building dynamic, scalable Power BI reports for enterprise data analysis.
Mathematics & Uncertainty
Philosophical Foundations of Math
Exploring the mathematical treatment of uncertainty and probabilistic reasoning frameworks.
Hackathon Chronicles
High-Speed Project Development
Stories and lessons from hackathons: rapid prototyping, creative problem-solving, and team dynamics.
Philosophy of Mathematics
Epistemology & Mathematical Truth
Deep dive into the philosophical questions that underpin mathematical thought and discovery.
RoseyFlow
Period Tracking & Health Analytics
Comprehensive period tracking application with phase data analysis using the mcphases dataset. Began at a hackathon and now live.
Sleep Apnea Detection
Fall 2025 · DREAMT · CNN–Transformer, MLP, classical ML
Course project (Physics 188) engineering physiology features from PSG and Empatica E4 data, training CNN–transformer hybrids, MLP, Random Forest, and ROCKET to flag apnea epochs—with careful handling of class imbalance and subject-level splits.