Skip to content
View Vickyavh7's full-sized avatar

Block or report Vickyavh7

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Vickyavh7/README.md

Hi, I'm Vicky Avhad 👋

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

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

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

LinkedIn Email GitHub Coral Cognee


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
  • Open Source @ Cognee — Slack workspace-export DLT connector for AI memory (merged in cognee-community)
  • 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
Cognee OSS Slack export → DLT connector (#3621community#134)
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

🧠 Cognee — Open Source Contribution

Hackathon task for Cognee — turn Slack workspace exports into AI memory via the existing DLT ingestion path.

Item Link / Status
Issue #3621 — Slack-export connector (assigned)
Initial PR #3778
Maintainer follow-up #3993 (SDK-143)
Merged package cognee-community#134
Package packages/connector/slack/

What landed: custom dlt source over Slack export JSON, stable channel_id:ts message ids, snapshot re-sync with forget-on-delete, and table-scoped orphan cleanup guidance so Slack re-ingest does not wipe unrelated dlt data.

Full write-up: cognee-slack-export-contribution


🏆 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 · Cognee · Model serving · Vector DB / knowledge graphs · 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
cognee-slack-export-contribution Cognee #3621 write-up — Slack export DLT connector, merged in cognee-community
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


🎓 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, Cognee connectors, 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 · Cognee community PR

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. withcoral/coral withcoral/coral Public

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

    Rust 5k 211

  5. cognee cognee Public

    Forked from topoteretes/cognee

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

    Python