Product · Applied AI

I turn messy problems into things we can build, then test them against reality.

Four years building and shipping FICC e-trading products at Bank of America. Now an M.S. in Computer Science at Columbia, working across product, AI, and engineering.

Selected work

2024 — 2026
01

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
02

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
03

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

02
01

Bank of America

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

2021–2025
02

SEA Lab

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

2026