Projects

A RAG-based system that turns SEC filings into conversational financial insights — ask questions in plain language, get answers grounded in official data.

A deterministic-AI fusion tool that pairs human expertise with intelligent agents to produce institutional-quality financial analyses — faster, cheaper, and fully auditable.

A short book on how a hedge fund can be run as a pipeline of specialised AI agents — from spotting an opportunity to designing and implementing the strategy.

A quantitative pipeline that screens stocks with multi-factor models, forecasts volatility with LSTM neural networks, and constructs risk parity portfolios — from fundamentals to allocation.

A two-stage pipeline that monitors YouTube channels, downloads transcripts, and uses AI to produce structured technical summaries — fully automated, validated, and schedulable.