Projects
Things I've built at the intersection of AI and product.
Agent Team
Open-source Claude Code plugin that turns one AI session into a coordinated team of 7 specialized agents. Pure Markdown, zero dependencies. Each agent has restricted tool access and structured handoff contracts — the code reviewer cannot edit source code by design. Sprint-based orchestration with an 8-point quality gate. Used to build every prototype below.
Teams AI SDK
Created the foundational SDK for building Copilot agents on Microsoft 365 — JS, C#, and Python libraries with first-class AI primitives, CLI scaffolding, and Azure OpenAI integration. 0 → 10K+ developers in under 12 months.
Slack-to-Zoom Bot Migration Engine
Scalable migration platform using AST-based code analysis to translate Slack bots to Zoom Chat apps — manifest generation, OAuth mapping, event handler translation, and a 7-step onboarding flow with competitor tool detection. Designed for batch processing of 100+ apps.
AI Agent Policy Enforcer Dashboard
Admin console for defining and monitoring AI agent policies — data classification rules, PII redaction, runtime violation detection, auto-repair actions, and a 6-agent orchestration system with role-based triage queues. Directly informed patent work on agent governance.
Chat-to-Workflow Builder
Natural language workflow generator inside Zoom Team Chat. Users describe automation in plain English; the AI Chief of Staff produces structured action items, delegation workflows, meeting follow-up extraction, and human-in-the-loop approvals.
AI Mock Interview Platform
Multimodal mock interview app using GPT-4o — video analysis, structured feedback scoring, and adaptive question generation based on candidate responses.
PM Knowledge Engine
Framework extraction system that processes podcast transcripts and articles to build a structured product management knowledge base.