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Vickyavh7/README.md

Hi, I'm Vicky Avhad 👋

AI Infrastructure & DevOps Engineer · Kubernetes · LLMOps · AIOps · Open Source @ Coral

Platform engineer specializing in AI infrastructure, K8sGPT + Ollama cluster diagnostics, and scaling data workloads on Kubernetes.

📍 Thane, Maharashtra, India · 🧑‍💻 4× Coral OSS · 🤖 K8sGPT + Ollama · ☁️ AWS Certified

LinkedIn Email GitHub Coral


Summary

Platform Engineer specializing in AI Infrastructure (LLMOps) and secure cloud-native orchestration. I scale Spark on Kubernetes, build AIOps workflows with K8sGPT + self-hosted LLMs, and harden AWS environments through IAM least-privilege, private network architectures, and automated security auditing.


🔭 Current Focus

  • Open Source @ Coral — Merged community sources for Kubernetes, Prometheus, Jenkins, and HubSpot
  • AIOps & LLMOpsK8sGPT + Ollama in-cluster diagnostics, Langfuse for LLM observability, human-in-the-loop remediation
  • Air-Gapped K8s — On-prem internet-restricted clusters, NFS-backed local image registries, sealed secrets
  • Data Platform Ops — Dynamic Spark on K8s, Airflow workflow automation, Trino + MinIO + Superset stacks
  • Security — IAM least-privilege, Bastion/VPN access, network policies, RBAC auditing via Coral SQL

📊 Key Highlights

Area Impact
Coral OSS 4 merged PRs — k8s, prometheus, jenkins, hubspot community sources
Spark on K8s ~30% compute cost reduction via dynamic scaling strategies
AIOps Pipeline K8sGPT + LLM integrated with Teams for automated cluster diagnostics
Air-Gapped Platform Local registry on NFS + secure CI/CD for restricted environments
Airflow Reliability ~15% pipeline reliability improvement via dataset scheduling & secret automation

🏆 Coral — Merged Contributions

PR Source Status
#420 Kubernetes community source ✅ Merged
#665 Prometheus community source ✅ Merged
#472 Jenkins community source ✅ Merged
#489 HubSpot community source ✅ Merged

Explore upstream: sources/community/ · Showcase: coral-k8s-ops · AIOps: k8sgpt-ollama-aops

Also contributing to browser-use, awesome-mcp-servers, and vectorize-io/hindsight.


🎯 Core Skills

AI & LLMOps K8sGPT · Ollama (self-hosted inference) · Langfuse · Model serving · Vector DB concepts · MCP integrations

Security & Cloud AWS (EKS, EC2, S3, IAM, Route53, VPC/Bastion/VPN) · RBAC · Sealed Secrets · Network policies · IAM least-privilege

Orchestration Kubernetes (HPA, PDB, Operators) · Docker · Helm · kubeadm · Terraform · Air-gapped cluster design

Data Ops Apache Spark on K8s · Apache Airflow · Trino · MinIO · Superset · Coral SQL over live APIs

CI/CD & Observability GitLab CI/CD · Prometheus · Grafana · Loki · Alloy · SSH-based secure pipelines


🚀 Featured Projects

Project Description
coral-k8s-ops All 4 Coral community sources — k8s, prometheus, jenkins, hubspot + cross-source SQL
k8sgpt-ollama-aops K8sGPT + Ollama in-cluster diagnostics — manifests, troubleshooting, validation
withcoral/coral 4 merged community sources upstream
cloudhireops Automated DevOps job search with AI scoring and Telegram alerts
Local-First Multi-Tenant AI Platform Cost-effective enterprise architecture minimizing cloud egress & latency

⚒️ Tech Stack

Languages & IaC Python Bash YAML Terraform SQL

Cloud & Orchestration Kubernetes Docker AWS Helm Spark

AI, Data & Observability Prometheus Grafana GitLab CI Airflow


📈 GitHub Stats

GitHub Stats GitHub Streak Top Languages

🎓 AWS Certifications & Education

AWS CloudOps Engineer AWS Solutions Architect AWS Developer AWS Cloud Practitioner

Credential Issuer Valid
AWS Certified CloudOps Engineer – Associate Amazon Web Services 2026–2029
AWS Solutions Architect – Associate Amazon Web Services 2024–2027
AWS Developer – Associate Amazon Web Services 2024–2027
AWS Cloud Practitioner Amazon Web Services 2024–2027
B.Sc. Computer Science / IT Savitribai Phule Pune University 2020–2023

📫 Connect With Me

LinkedIn Email GitHub

📞 +91 91727 29859 · 📍 Thane, Maharashtra, India


💡 Open To

  • Open source — Coral community sources, Kubernetes tooling, LLMOps integrations
  • AI Infrastructure & Platform Engineering roles
  • Technical writing — runbooks, air-gapped K8s patterns, AIOps architecture notes

⭐ Star the repos · Connect on LinkedIn · Explore my Coral PRs

Made with ❤️ by Vicky Avhad

Pinned Loading

  1. cloudhireops cloudhireops Public

    Automated DevOps job search: scrape, AI score, Telegram alerts

    Python

  2. coral-k8s-ops coral-k8s-ops Public

    Query Kubernetes with SQL via Coral community source

  3. k8sgpt-ollama-aops k8sgpt-ollama-aops Public

    K8sGPT + Ollama in-cluster Kubernetes diagnostics runbook

    Shell

  4. Vickyavh7 Vickyavh7 Public

    DevOps Engineer | Kubernetes | Open Source @ Coral

  5. withcoral/coral withcoral/coral Public

    One SQL interface over APIs, files, and live sources — built for agents.

    Rust 5.1k 212