Projects
FancyGit
Intelligent CLI wrapper for Git that provides AI-generated explanations, dry-run previews, and interactive learning quizzes, simplifying Git for beginners. Implemented advanced commands consolidating multi-step operations into single safe actions.
TactileNetModified
Expanded tactile dataset and integrated multimodal feedback using Transformers, boosting model robustness by 25%. Optimized training pipeline with PyTorch, PEFT, LoRA, and Bitsandbytes, improving generalization and inference quality by 20%.
MiMi_Assistant
Built a privacy-first macOS assistant with offline wake word detection (80ms) and real-time gesture control for full system interaction. Distributed via Homebrew with CI/CD (GitHub Actions), automating tests, versioning, and deployment. Engineered a multi-threaded gesture pipeline, resolving concurrency issues and reducing latency for real-time performance.
LeGraphTheory
Constructed NBA assist networks from PBP Stats API data, modeled as weighted graphs with NetworkX to analyze team structure. Computed graph metrics and visualized team dynamics, revealing patterns consistent with Braess' Paradox and star-player acquisition impacts.
