Projects
Systems, models, and experiments I've shipped along the way.
VISTA
A persistent memory layer for frontier models that understands egocentric video — tracking objects, spatial orientation, and temporal context through allocentric heading and scene graphs. Outperformed Gemini 3 Flash and Molmo-2 on spatial-temporal reasoning.
Cloud Orchestrator
A multi-agent system that translates plain English into executable GCP infrastructure DAGs across 20+ services (Vertex AI, GKE, BigQuery), cutting cloud setup time 95% through automated tool orchestration.
FeedForward
A voice, chat, and web platform that automates form processing for food-bank operations — multilingual, sub-2s latency, built on OpenAI APIs with Twilio integration.
Olympiad Reasoner
Fine-tuned 5 LLMs with LoRA on 10K ReAct+ToRA samples for National Olympiad-level math, with a weighted self-consistency ensemble that climbed the leaderboard 350 positions.