WORK

Coming Soon

BioChain

A multi-scale biological reasoning system that chains foundation models through an LLM orchestrator with learned cross-scale translation bridges to answer questions spanning DNA, protein, and cell levels.

AgentBinder architecture

AgentBinder

A single-run autonomous AI protein design tool that uses a three-agent loop to propose and evaluate a peptide binder for a protein target, while showing the reasoning trace and final structure.

NBA era dominance analysis

Quantifying Era-Relative Dominance in the NBA

Developed "Signed Mahalanobis Distance," a PCA-based metric to quantify cross-era NBA player dominance and predict team playoff qualification.