Fixed-scope engagements for AI platform engineering. Clear deliverables, no long sales cycles.
Bring your use case, and I'll map the path from ingestion through OCR, retrieval, extraction, eval, and rollout.
Fixed-price pilot. We deploy a private document intelligence pipeline in your environment with clear SLOs.
Monthly retainer covering SLO monitoring, drift detection, gold-set curation, red-teaming, cost optimization, and incident response drills.
Yes. I work within your existing Kubernetes clusters, CI/CD pipelines, and security policies. If you're on AWS, GCP, Azure, or on-prem, we'll adapt to your environment.
Targets are agreed before starting. If we don't hit them, you don't pay the fixed fee. Simple as that.
Yes. Private deployments with no data leaving your VPC, audit logs, encryption at rest/in-transit, and SBOM generation are part of the standard approach.
That's what the Ops & Evaluation Retainer is for. Or, you can take the delivered Helm charts and run it yourself—full ownership, no vendor lock-in.
Kubernetes, Helm, Docker, NVIDIA GPUs with MIG, Prometheus, Grafana, LangChain/LlamaIndex (when appropriate), FastAPI, Python, Go. The right tool for your constraints, not the latest hype.