Projects

Things I've built. Each one goes through the same cycle: build, test, decide. Failed products stay here with honest retrospectives — they're more useful than polished success stories.

YouTube Knowledge Base

Live

Turn any YouTube channel into a searchable local knowledge base. Ingest transcripts, search with AI-powered hybrid search. Works with Claude Code and Codex.

PythonQMDRAGOpen Source

Confident You

Archived

AI-powered public speaking coach. 10 structured lessons with instant expert feedback based on a real coaching methodology. Built in 3 weeks.

Zero sales from warmest possible audience. Learned: don't AI-wrap services that need human connection.

Next.jsSupabaseStripeClaude API

YouTubeKB (Product)

Archived

B2C product turning YouTube channels into searchable knowledge bases via MCP server and REST API. Pivoted 3 times in one week.

Structural market problem — too technical for consumers, too easy to DIY for developers. Killed after 3 pivots stripped the differentiator.

FastAPIpgvectorMCPRailway