Pattern match

Similar situations

Different problem, different stack, same situation. Describe yours — the judging lenses you expect, the mechanisms you are betting on, the domain — and see who has been there and how it went.

Govtech data, impact-minded judges
Technical judges (CTOs, engineers)
Storytelling-heavy judging
AI for payments
Hardware wow at a student event
Space data for non-experts

Start from a project (replaces the facets below)

Winning mechanisms you are betting on

Judging lenses you expect

Domains

AI patterns

Include roster entries (domain overlap only)

Pick a project, or tick a few facets.