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AI matching platform

Second Act Pro

A semantic matching platform that connects experienced professionals with organizations using CV parsing, vector search, and explainable scoring.

Current client work2026

Explorer

Project map

A canvas view of the product mechanics, engineering decisions, and outcomes behind the work.

Project story

Second Act Pro combines professional and organization intake, CV upload, embedding pipelines, and a playground for comparing ranking strategies. The product uses a Next.js dashboard with a FastAPI backend, Supabase for auth and storage, Pinecone namespaces for profile and CV vectors, and Gemini for embeddings and explanations.

Stack

Next.jsTypeScriptSupabasePineconeFastAPIGeminiVercel

Impact

Built public intake flows for professionals and organizations.
Integrated CV upload
extraction
section-level embedding
and profile retrieval.
Designed matching endpoints with score explanations and ranking experiments.
Added playground controls for dense
hybrid
rerank
and ColBERT-style evaluation.