Spotlight

TOP 5 GLOBALLY · HACK-NATION

Helps investors find builders by reading their GitHub history and public work.

• Built a talent-scouting engine surfacing builders to investors from GitHub activity and public web signals; earned Venture Lab selection from under 1% of global entrants.
• Owned the intelligence layer: screening, claim validation, and a proof gate that blocks any claim not traceable to a quoted source span.
• Implemented the decision council and dissent path, forcing an argued counter-case before any recommendation passes.

Python, PostgreSQL, GitHub API, OpenAI

• GitHub