Designing AI systems that ship value — fast.
I help teams plan, prototype, and productionize AI features with clear ROI — from data pipelines and retrieval to model evaluation and safety.
Why AI Projects Stall
- Unclear problem framing
- Brittle data pipelines
- Unreliable outputs and missing evaluation frameworks
- Slow infra or runaway costs
- Compliance anxiety
What You Get with Me
- Tight scoping & success metrics
- Production-minded architecture (data → RAG/agents → eval)
- Fast proofs + disciplined iteration
- Clear path to scale and governance
AI Discovery Sprint (2 weeks)
Problem brief, data audit, candidate architectures, risk register, and 30-60-90 plan. Deliverables: architecture diagram, backlog, KPI plan.
$4500 fixed.
RAG / Agent Pilot (4-6 weeks)
Data ingestion + embeddings, retrieval, guardrails, evaluation harness. Deliverable: working pilot & dashboard.
$12000 – $25000.
Production MLOps Retainer
Observability, drift checks, prompt versioning, cost/perf tuning, compliance. $800 +/mo.