I build high-performance creative ecosystems for brands that Drive Revenue.
AI Builds
2025
Contra VIBE MATCH & Trust Scores
A physics-driven talent discovery experience built with Figma Make for the Figma Makeathon. VIBE MATCH reimagines how clients find Contra independents — through feel, not filters. A constellation of talent responds to instincts in real time. Featured on Contra's homepage. Liked by Contra's CEO and the official Contra account. Real Contra independents organically found themselves in the experience and reshared it. Submitted 16 seconds before the deadline.
DISCIPLINE
AI Builds
SERVICES / TECH
Figma Make · Physics Design · AI · Contra · Interaction · Constellation · Makeathon
TIMELINE & STATUS
2025
LIVE SITE
Launch Project ↗
01 // THE CASE STUDY
Full project breakdown & design engineering narrative.
Physics-Driven Talent Discovery for Contra
VIBE MATCH reimagines how clients find independent talent on Contra — through feel and instinct, not keyword filters. A physics-driven constellation of real Contra independents responds to natural language in real time. Type “minimalist who moves fast” and watch the universe reorganize.
The Challenge
Contra’s existing search was filter-heavy and scroll-intensive. Clients weren’t discovering the right talent because the interface required them to already know what they were looking for. The search paradigm itself was broken.
The Solution
Built with Figma Make for the FigmaMakeathon, VIBE MATCH uses gravity physics and real-time natural language processing to surface Contra independents as a living constellation. Press Space for demo mode and watch the universe align. Featured on Contra’s homepage. Submitted 16 seconds before the deadline.
02 // INTERACTIVE PREVIEW
Live Interface & Motion Walkthrough
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Available for select design engineering partnerships, brand identities, and high-impact Framer platforms.