AI-native securities litigator and lawyer-builder of legal AI systems.

I am Special Counsel at Milbank, having begun practice at Sullivan & Cromwell, with defense-side experience in securities fraud, market manipulation, SEC enforcement, loss causation, event studies, expert discovery, and valuation issues.

I have independently built more than 1.3 million lines of source code for legal AI, spanning securities fraud analysis, legal benchmarking, docket intelligence, matter review and knowledge management, and firm AI deployment and governance. I am focused on translating litigation judgment into source-grounded tools that practicing lawyers can trust, supervise, and adopt.

Securities litigation · Legal AI