Projects

Building an institutional-grade pairs trading engine for large-cap US equities — from cointegration theory to a full event-driven backtest with realistic market friction.

How I optimized a strategy from milliseconds to microseconds using C++, Pybind11, and Order Book Imbalance.

A causal inference study investigating whether empathetic language generated by large language models directly increases users' emotional attachment in real-world chatbot conversations.