NYC Sidewalk Time Machine
Interactive visualization tool analyzing 20 years of Manhattan pedestrian infrastructure data using React, D3.js, and geospatial processing
Projects
LyrAssist - AI-Powered Lyric Transcription & Video Generation
Full-stack web application that automatically transcribes audio/video files and generates synchronized lyric videos using OpenAI Whisper, WhisperX, and Demucs AI models
Multi-Agent Reinforcement Learning System (Taxi-MARL)
Advanced multi-agent reinforcement learning implementation with parameter sharing and Independent Q-Learning, achieving robust scalability across 2-5 agents