◆ RAG · SAN FRANCISCO

Hire RAG developers in San Francisco

Senior RAG engineers for San Francisco (USA) founders. Bay Area AI startups and YC-stage SaaS. We've shipped LLM products to scale and align engineering hours to PT for live collab.

Start a project → All services

◆ WHY MIR

Why teams pick us

Built for San Francisco timezones

We deliver in PT working hours — daily syncs, code review windows, incident-response coverage where you need it.

Senior team, no pyramid

Every RAG engineer on our team is senior. No junior-tax markup, no "leverage" pricing.

Live products as references

JobCannon (live B2C AI/SaaS), Make It Real Academy. We don't just talk about shipping — we do it for our own properties.

◆ STACK

What we build with

pgvector / Qdrant / Pinecone OpenAI / Voyage / Cohere embeddings BM25 + dense hybrid Cohere / Voyage rerankers Ragas / TruLens evals

◆ PROCESS

How we ship

Build a 100-question gold-set before touching embeddings.
Baseline with naive retrieval, measure recall@k and faithfulness.
Iterate: chunking → embedding → hybrid → rerank → metadata filters.
Ship with eval CI — every prompt/embedding change is benchmarked.

◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.