Technical Skills & Tooling

Modular multi-provider state automation & drift detection

EKS, VPC, IAM, RDS, Route53, Lambda, S3, CloudFront

GKE, Cloud Run, BigQuery, VPC Peering, IAM

OS hardening & automated node provisioning

Multi-region cluster lifecycle, HPA/KEDA, custom CRDs

Multi-stage minimal distroless builds & vulnerability scanning

Declarative continuous delivery with blue/green deployment

Parameterized chart design & environment overlays

mTLS, traffic mirroring, canary routing, circuit breaking

Optimized GPU model serving, continuous batching & paged attention

Model registry, experiment tracking & metric dashboards

End-to-end ML pipeline orchestration & continuous training

Low-latency feature serving for real-time inference

Event-driven GPU worker scaling on Kubernetes

Reusable workflows, custom matrix builds & self-hosted runners

Complex pipeline DAGs, auto-DevOps & container registries

Dynamic secrets generation, PKI engine & app-role auth

SAST/DAST scanning, container image & IaC security gates

PromQL queries, recording rules, multi-cluster metrics aggregation

Custom executive dashboards, alert routing & SLO visualizers

Unified collector deployment & distributed trace correlation

On-call escalation policy automation & incident post-mortems