Portfolio
ML Systems
End-to-end geospatial ML system for scoring crash risk across 23.7M Texas road segments using weather, lighting, and road-geometry features.
NLP / Computer Vision
Crisis tweet classification system using pretrained transformer encoders to route disaster signals across five emergency classes.
NLP / Computer Vision
YOLOv11-style computer vision detector for road-scene object recognition with a compact 2.6M-parameter model and real-time demo playback.
ML Systems
Reinforcement learning agent that combines tabular Q-learning with true-count state features across 20M simulated blackjack games.
Technical Experiments
JavaScript userscript cheat client and runtime mod menu for Tanki Online, built around React runtime discovery, dynamic object graph traversal, cached pointers, and a Shadow DOM control panel.
Data Engineering & Lakehouses
Production-style Databricks lakehouse for SaaS metering and billing analytics across Bronze, Silver, and Gold Delta layers.
ML Systems
Energy forecasting dashboard using LSTM models and stacked ensembles to predict residential consumption.
Backend / Systems
OCR-driven university scheduling app with ScheduleGPT, grade distribution intelligence, and real-time sync.
ML Systems
Deep Q-Network training system for six Atari environments with replay buffers, target networks, and GPU-backed experiments.