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Presentation

I help teams deploy, validate, troubleshoot, and optimize Kubernetes platforms.

My core areas:
- Kubernetes production readiness audits
- EKS/GKE troubleshooting
- Helm chart installation and upgrades
- Ingress NGINX and Traefik validation
- Prometheus, Grafana, Alertmanager, Loki setup
- Cluster Autoscaler and Karpenter checks
- Kubernetes cost optimization
- Add-on readiness and end-to-end testing

I focus on practical outcomes: stable workloads, safer upgrades, clear monitoring, reliable ingress, and documented runbooks.

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Portfolio

3 images

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Offered services

4 services

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I can help build or improve your CI/CD pipeline for Kubernetes deployments.

I can work with GitHub Actions, Docker, Helm, and Kubernetes to create a clean deployment workflow. The pipeline can include: - code checkout - Docker image build - image push to registry - ...

25 $ Per hour

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I can help troubleshoot this Kubernetes issue.

I can help troubleshoot this Kubernetes issue. I have hands-on experience with EKS/GKE, Helm-based add-ons, ingress controllers, monitoring, autoscaling, and production readiness checks. My approach ...

25 $

🎓

I will set up Kubernetes monitoring and alerting.

I have worked with Prometheus, Grafana, Alertmanager, Loki, kube-prometheus-stack, and Kubernetes health/readiness validation. I can deliver: - Prometheus metrics collection - Grafana dashboards - ...

25 $ Per hour

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I can help with this Helm/Kubernetes upgrade.

I have experience validating Kubernetes add-ons and creating safe upgrade workflows with pre-checks, rendered manifest review, rollback planning, and post-upgrade health/e2e validation. My ...

25 $ Per hour

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Background

SDE

Stealth Startup · 01/07/2024 – Today

Upgrade Validation (Go): Authored pre-/post-upgrade validation procedures across ~190 Kubernetes addons (~260 check
documents); built automated test scenarios, version-aware indexing, CI quality gates, and an embeddable Go module con-
sumed by the platform’s upgrade workflow.
• Data Ingestion Pipelines (Go): Built a concurrent pipeline scraping and structuring release documentation (GitHub re-
leases, HTML, markdown) across 50+ open-source projects with worker pools, adaptive rate limiting, version-pattern extrac-
tion, and automated PR workflows.
• LLM-Powered Curation (Python): Built multi-agent AI pipelines for automated changelog classification with confidence-
based auto-approval, human-in-the-loop review queues, and multi-model orchestration using Temporal durable workflows.
• Agentic Automation (Python): Designed a Temporal-orchestrated AI-agent system using a feedback-loop architecture that
autonomously detects upstream ecosystem changes and propagates updates to production maps for 100+ addons via
GitHub App PR automation.
• Built the Kubernetes compatibility & risk engine: version-incompatibility signatures and EKS/GKE/AKS end-of-life maps
powering automated upgrade-safety detection across managed Kubernetes services.
• Authored multi-stage upgrade templates for CNCF projects (service mesh, GitOps, ingress controllers). Built Knowledge-
Graph ETL into Postgres, a centralized metadata service, and AWS CDK infrastructure with CI/CD.
• On-call: triaged production incidents, root-cause analysis, coordinated c

Bachelors of Electrical Engineering

NUT · 2020 – 2024