Dmitrii K.

I build and run the AWS platform your AI product depends on: LLM gateways on Bedrock, RAG and agent infrastructure, EKS and Terraform, with security and cost under control. $1M+ earned on Upwork, 12,000+ hours, Top Rated Plus. Recent work - Fintech client: one governed AI platform on AWS. A model gateway in front of Amazon Bedrock and external LLMs, PII guardrails, per-team keys and token budgets, cost dashboards, full audit logs. - Stack AI (enterprise AI agent platform): multi-tenant AWS infrastructure for regulated financial customers. Passed SOC 2 Type II with zero exceptions. - Unstructured (document ETL for RAG): Karpenter GPU autoscaling on EKS. Cold starts cut from 110s to 28s. - Reece: 35-account AWS estate, 200+ services on EKS at a 99.95% SLA. $250K a year saved with Savings Plans and rightsizing. Deploys 85% faster with ArgoCD GitOps. What I do - LLM gateways and AI governance on AWS: Bedrock, guardrails, access control, cost limits - RAG, agents and MCP servers that hold up in production - EKS, Kubernetes, Terraform, GitOps, CI/CD - AWS security, IAM least privilege, SOC 2 readiness - Cloud and LLM cost reduction How we can work - Fixed-price AWS or AI infrastructure audit, 5 days - Build projects, 4 to 12 weeks - Monthly retainer as your part-time platform lead AWS Certified Solutions Architect. San Francisco. Send me your architecture or your AWS bill. I'll tell you where the risk and the waste are.