Production RAG — chunking strategy, embedding choice, hybrid retrieval, reranking, evals. The 90% that gets ignored when teams stop at "vector DB hooked up". Tuned for edtech — Learning platforms, assessments, adaptive content, certification flows. We shipped Make It Real Academy + JobCannon's 1500+-skill engine.
Learning platforms, assessments, adaptive content, certification flows. We shipped Make It Real Academy + JobCannon's 1500+-skill engine.
Production RAG — chunking strategy, embedding choice, hybrid retrieval, reranking, evals. The 90% that gets ignored when teams stop at "vector DB hooked up".
9+ years building outsourced product teams. Every engineer is a senior shipping production code — not a 5-person team with one architect on top.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We've shipped this in production. We design for it from day one — not as a retrofit.
We respond within 24 hours. NDA available on request.
