All Works

Projects I've designed, built, or shipped.

A mix of AI tools, internal products, and design work. Most are live in production, a few are experiments.

AI Tool

Bar chart of daily tool calls across the first 14 days, growing from 161 to a single-day peak of 404 — 1,702 calls total, 14 active users, 12 read-only tools.
AI Tool · 2026.08 – present

FruitWeb Diagnostic MCP

A read-only internal query tool that encodes how this company's systems should actually be queried into 12 tools — so ops teammates who don't write SQL can answer their own questions.

Live
A Microsoft Teams chat window: a user asks a question, and the AI assistant answers with links to the source documents it cited.
AI Tool · 2026.03 – present

Teams Knowledge Assistant

An AI bot that lives inside Microsoft Teams and turns company knowledge scattered across Wiki, Google Docs, and Notion into one conversation.

Live

Systems

Three before-and-after comparisons: survey query 153s to 7s, checkout SQL 3,000ms to 0.13ms, batch label printing 9.3min to 1.3min.
Systems · 2026.05 – 08

Performance Triage

Three performance problems that had sat unsolved for over a year — diagnosed to root cause with database evidence, sequenced, driven through engineering, and verified with measured before-and-after numbers.

Live