work
Experience
Data Science Lead — Senior Capstone
Aug – Dec 2025
Capstone lead: reconstructed pitch velocity from 120M+ tracking frames, log-linear deflection detection without manual labels, and a Python pipeline across multi-season data for per-play physics features.
Venture Capital Fellow
Jun – Aug 2025
One of 23 nationwide True Fellows; AI consulting for a portfolio company and founder-facing deal sourcing.
Software Engineering Intern
Jun – Aug 2025
Full-stack GEO analytics (React/Python) that lifted AI-sourced blog citations ~40%; Spark on Databricks tying 9.5k+ commits to prod for DORA lead time; automated LinkedIn, GitHub, and Mailchimp reporting (~half the manual time).
Software Engineering Intern
Sep – Dec 2024
Real-time ICD prediction in OpenEMR on 40k+ MIMIC patients (46% F1, 82.9% AUC); Docker/Kubernetes services, Flask API, and five Plotly dashboards sub-second for 25+ clinicians.
Undergraduate ML Researcher
Jan – Jun 2024
Medical-domain NMT on 5M+ words (~15% better low-resource accuracy), ~40 BLEU on medication tasks, and architecture benchmarks (Transformer / CNN / LSTM) with Dr. Benyamin Ahmadnia.
Projects
SightLion — Claremont Accelerator Hackathon, 2nd of 25
Python, OpenCV, MediaPipe, Streamlit
Uses OpenCV and MediaPipe on short patient clips to estimate triage signals and a 0–100 severity score, with a Streamlit dashboard that ranks patients and summarizes why each case was flagged.
LinkedIn — Claremont Accelerator HackathonLeadership
Co-President
Led a 35+ member student-run investment club managing a $210K portfolio — returned 92.25% in 2025, outperforming the S&P 500 by 75.6%
