At Techdin AI, I manage the full product lifecycle of an agentic AI platform for legal research and case management. I map lawyers’ workflows, translate their needs into product solutions, and define a legal-domain knowledge graph to support GenAI content quality.
At Think Twice, I’m building an AI therapeutic tool for adults with ADHD, from clinical concept to live pilot. With a clinical expert, I co-designed a seven-stage interview protocol, and I’m developing a multi-agent LLM architecture under deterministic control with a conversational knowledge graph.
Previously, at Wave BL, I led a blockchain product that replaced manual bills of lading with digital ones, scaling it from MVP to $40B in transactions. I also managed an NLP freight-pricing product at Wisor.ai and initiated a freight procurement product line at Freightos.

