FoundingTeams.ai
Impact: 85% Screening Time Saved · 4,500+ Matches · 3 Wk Delivery
Enterprise Product Engineering
Autonomous AI talent discovery and verification platform matching pre-seed and Series A founders with elite technical operators.
My Role
Lead AI Systems Architect
Timeline
3 Weeks (2025)
Niche Industry
Venture Capital & AI Talent Matching
Walkthrough Demo
Watch an in-depth walkthrough of the system, code integration details, and production features.
Client Challenge
Founders spent dozens of hours manually reviewing unverified resumes and scheduling mismatched screening calls.
Implemented Solution
Architected an autonomous candidate matching engine with multi-agent GitHub codebase analysis, AI technical interview simulations, and verified skill index matching.
Key Features Engineered
- Autonomous GitHub repository crawler assessing code quality and commit patterns.
- Multi-agent critique graph validating skill claims and project depth.
- 1-click founder-candidate introduction pipeline.
- Live interactive candidate profile cards with verified scorecards.
Technologies Engineered
A listing of the programming languages, database systems, libraries, and frameworks integrated to build this product.
Outcomes & Metrics
A look at the specific business gains, search indexing speedups, and conversions achieved upon launch.
Time saved per candidate evaluation
Autonomous candidate matches executed
From idea to live production platform
Development Process
Multi-Agent Design
Designed LangGraph state graphs coordinating researcher and evaluator agents.
Codebase Analyzer
Built GitHub API worker evaluating commit frequency and architecture.
Vector Matching
Indexed candidate profiles into pgvector for semantic role alignment.
Founder Dashboard
Created Next.js 15 portal with live talent match feeds.
Visual Interactive Showcase
Explore active frontend screens, database telemetry sync panels, and medical intake logic coded specifically for this case study.
“Clement designed and shipped an agent pipeline that eliminated 85% of our manual screening toil. The codebase is clean, robust, and highly scalable.”
Marcus Vance
Head of Venture Operations at FoundingTeams
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Let's Build Your Production System
Schedule a 30-minute scoping session to review your technical requirements and map out a rapid 3-5 week launch roadmap.