Things I've built and researched.
AI trading benchmark where frontier LLMs manage portfolios on real US equity and crypto markets. Full-stack platform with FastAPI, Next.js, PostgreSQL.
Multi-encoder scene text spotting pipeline fusing 6 frozen vision encoders with VLM recognition. 85.86% H-mean on CTW1500, state-of-the-art without synthetic data.
Live auction platform where LLM agents compete with strategic bidding, budget management, and real-time state updates.
Comparative evaluation of wildfire early warning systems across 15 countries using multisensor satellite data and predictive modelling. Accepted at ISPRS Congress 2026.
InceptionResNetV2 classifier on HAM10000 with metadata fusion and class-balanced augmentation for multi-class skin lesion sensitivity.
Chrome extension adding AI commentary with three voice personas, context-aware move detection, and hybrid caching reducing API calls by 90-95%.
