I build products, lead programs, and grow communities. For years I've helped teachers, developers, and organizers do their best work — most recently as the inaugural AI Product Manager at Uncommon Schools, where I led the enterprise rollout, built the champion network, and drove voluntary AI adoption across thousands of staff.
Inaugural AI PM and transformation hire across 57 schools. Drove voluntary AI adoption from 12% to 25% across 3,000+ staff with no top-down mandate, authored the governance that gated production rollout, and built the champion network (150+) that turned skeptics into advocates. Program impact earned NYT frontpage coverage.
Launched Northeast regional field and digital operations and managed a team of three staff organizers through the 2024 election cycle.
Founding team member for the global Champions ambassador program serving 700,000+ developers. Grew the cohort 306% in three months and built the "Voice of the Champion" feedback loops that routed community signal to Product, Engineering, and Marketing.
Co-led iterative improvement of an AANHPI training curriculum and facilitated five workshops tailored to the specific needs of each user group.
Product and community program owner for civic tech platforms (GetYourRefund.org, GetCTC.org) and a people-powered open 911 call record tool prototype. Built a 200+ technical volunteer community at 83% retention, drove trial-to-active conversion to ~75%, lifted NPS from +38 to +72, and helped deliver $310M in tax benefits.
Promoted into business development in thirty-one days (the team's fastest progression on record), and led the pitch that secured a $50K new-client contract.
Became the top organizer on a thirty-five-person statewide team during the early 2020 primary cycle, planning 28+ events with consistent 15–25 attendance.
Designed and facilitated thirty-five eight-hour civic education trainings across 28 states, partnering with 75+ organizations and earning 90%+ satisfaction from thousands of attendees.
Ran a midterm field operation that recruited 80+ volunteers, generated 23,500 voter contacts, and produced 47 events through the 2018 cycle.
Built the middle school history curriculum from the ground up, then took it through end-to-end product development as Program Manager, rolling out six units and eight assessments across thirteen schools.
Turns raw community chatter (chat, forums, reviews, GitHub) into a ranked product roadmap input: it normalizes events across sources, resolves identities, and uses LLM extraction + clustering to surface prioritized themes — every one linked to its source posts. When a theme ships, Loop flags the original reporters to notify. Working MVP: TypeScript, Next.js, Postgres/pgvector, Anthropic API.
Turns 36 product strategy frameworks into an AI thought partner for applied scenarios. Augmentation of Department of Product concept.
An AI-fluent reference app for product, ML, and software concepts, built end-to-end as a non-engineer using Claude Code as the primary IDE.
A 6-module curriculum (LLM Foundations → RAG → Agents → Orchestration → Tooling & Evals → Deploying AI Products).
A cross-platform mobile app that ships with a curated library of 12 origami models from beginner to advanced, and can generate fold instructions on demand for any shape via the Claude API.
Community-powered, GPS-based, neighborhood-level dog-friendly spot finder: more specialized than Yelp or BringFido, works across any U.S. city.
Builder of a Reddit community for product practitioners.
Over the last 10 months:
Front page coverage of AI work at Uncommon Schools, where I served as inaugural AI Product Manager.
Coverage of Advanced Child Tax Credit work at Code for America, where I served as Sr. Program Manager, Product Community for GetYourRefund.org and GetCTC.org.
Coverage of tax benefits community work at Code for America, where I served as Sr. Program Manager, Product Community for GetYourRefund.org and GetCTC.org.
Demonstrated Edward de Bono's "Six Thinking Hats" framework for exploring problems from distinct perspectives.
Served as an Open Data-track speaker, presenting on Code for America's Reimagine911 National Action Team and data fragmentation and siloing in emergency response tech.
Delivered a lightning talk on Code for America's Reimagine911 National Action Team work.
Delivered opening address for VIP surrogates.