Projects

A few things I've built, pulled straight from GitHub.

Violina

DeltaHacks 2026

Real-time ML posture tracker for violinists using webcam input to analyze wrist positioning, arm angles, and joint alignment, giving immediate visual feedback to correct form before bad habits develop.

Python MediaPipe OpenCV FastAPI React
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MNIST Classifier

From-scratch neural network in C++

Neural network built from scratch in C++ with no external libraries, recognizing handwritten digits at 98.2% accuracy. Hand-written AVX2 SIMD matrix multiplication reaches up to 8.4x speedup, backed by 28 unit tests and cross-platform CI.

C++17 AVX2 Intrinsics CMake
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narrative-flip

Personal project

Monitors Reddit, news, and X for specific stock tickers and flags shifts in public sentiment, with a Python scraping pipeline feeding a Next.js dashboard.

Next.js TypeScript Tailwind Python
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creditrv

Personal project

Decomposes Canadian corporate bond spreads into default risk, illiquidity, embedded options, curve positioning, and mispricing — enforcing Canadian market conventions instead of reusing generic models.

Python Postgres LightGBM SHAP Docker
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