Experience
Software Engineer Intern @ PlayTogether — Aug 2025-Dec 2025
TypeScript, React, GraphQL, Keycloak auth. Reduced API latency 10%, login errors 20%.
Researcher @ Illinois Geometry Lab — Sep 2025–Dec 2025
Built Python data pipelines to study skill vs. luck across tens of thousands of games.
Software Engineer Intern @ Electronic Visualization Lab — May 2025–Aug 2025
C++/Unreal Engine real-time 3D visualization. Achieved 2–3× frame-rate improvement.
Software Developer @ UIUC Physics Dept — Jan 2025–May 2025
JavaScript signal processing extension for FPGA rigs used by 100+ students.
Projects
- degenstock — HackPrinceton project (30/180+ teams). AWS-hosted FastAPI service for prediction market analytics with FAISS embeddings, arbitrage detection, and React dashboards.
- MRI Classification Model — PyTorch pipeline for brain MRI classification and tumor segmentation on 3,200+ images. 89% classification, 90% segmentation accuracy.
- NBA Player Valuation Model — ML pipeline predicting player value (VORP) with Gradient Boosting, achieving R² of 0.90.
- Fraud Call Detection — NLP-based fraud detection using NLTK and logistic regression with 89% accuracy.
- Link Analyzer — Full-stack web app for extracting metadata and analyzing website structure.