I lead applied science for Kiro's AI coding agents at AWS. Research published at NeurIPS, ACL, WWW and EMNLP; invited talks at KDD, NUS, GitHub, Adobe and Uber; organizer of workshops at AAAI, Amazon Research Day and The Web Conference 2027. This site requires JavaScript for the full experience.