Product · Applied AI

I build AI products, then find out what people actually do with them.

MS Computer Science at Columbia. Four years shipping FICC e-trading products at Bank of America. Currently building retrieval systems that cite their sources.

Selected work

2024 — 2026

Sift

Shipped to the App Store. Then the analytics showed nobody finished onboarding — and personalization worked anyway.

React NativeSupabaseAmplitude

0 of 41completed the taste-setter

60%reached full confidence

Conviction

Diffs a company's risk factors year over year, so you see what changed in the language — not just the numbers.

RAGGPT-4oChromaDBSEC EDGAR

TODOchunks indexed

TODOeval pairs

Scout

An MCP host that orchestrates Gmail, Calendar, Obsidian and web search to run my own job search.

MCPAgentsOAuth 2.1

6servers, 1 authored

All projects →

Experience

Bank of America

Product manager, FICC e-trading. Four years between traders, quants and engineers.

2021–2025

SEA Lab

A multi-agent system for mental rehearsal. Under submission to CHI 2027.

2026