
Armin
Kubernetes, Terraform and Cloud Marketplace Engineer
Habilidades

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Portfólio
Experiência profissional
Aktus AI
Período integral • 2 yrs 2 mos
Senior Platform / MLOps Engineer
Mar 2025 - Present • 1 yr 7 mos
Replaced runbooks with Claude Code skills and MCP servers that deploy, diagnose, and fix Kubernetes. Benchmarked SageMaker vs. self-hosted vLLM on 8× H100s; moved inference in-house, halving cost. Designed a multi-tenant GraphRAG platform: Neo4j graphs, vector search, LangGraph agent evals. Implemented Okta SSO, least-privilege IAM, and automated tenant onboarding for the platform. Stood up Prometheus, Grafana, and OpenTelemetry across clusters with LLM-assisted alert triage.
MLOps Engineer
Aug 2024 - Mar 2025 • 7 mos
Architected multi-cloud Kubernetes with custom operators and GPU autoscaling across GCP and AWS. Launched a production multimodal RAG system on GCP with CI/CD for model and service releases. Shipped 3 marketplace apps (GCP, AWS, Azure) with Terraform, Argo CD, and one-click deploys.
Cloud Operations Engineer
HHAeXchange • Período integral
Jan 2024 - Feb 2025 • 1 yr 1 mo
Delivered backup and DR for 500 TB+ of healthcare data with zero data loss under HIPAA and SOC 2. Owned production releases, security reviews, and HIPAA/SOC 2 audit readiness across clouds.