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pmady/README.md

Hi there, I'm Pavan ๐Ÿ‘‹

LinkedIn Blog Profile Views

About Me

Senior DevOps/Platform Engineer with deep expertise in cloud-native technologies, Kubernetes ecosystems, and infrastructure automation. Passionate about building scalable, resilient systems and contributing to open source communities.

๐Ÿ“Š GitHub Stats

GitHub Stats

Stats updated on 2026-01-20 00:45 UTC

๐Ÿ† Certifications

Kubestronaut

Kubestronaut - One of the elite professionals who have achieved all five Kubernetes certifications from the CNCF:

  • KCNA (Kubernetes and Cloud Native Associate)
  • CKA (Certified Kubernetes Administrator)
  • CKAD (Certified Kubernetes Application Developer)
  • CKS (Certified Kubernetes Security Specialist)
  • KCSA (Kubernetes and Cloud Native Security Associate)

๐ŸŒฑ Open Source Contributions

CNCF Contributor

Actively contributing to CNCF (Cloud Native Computing Foundation) and ASWF (Academy Software Foundation) projects:

CNCF (Cloud Native Computing Foundation)

Project Description Contributions
Kubernetes Production-Grade Container Orchestration #53891 - Document deployment.kubernetes.io/* annotations, #53892 - Add kubectl apply view-last-applied documentation
TiKV Distributed transactional key-value database #19225 - Add AGENTS.md for AI agent guidance
KEDA Kubernetes Event-driven Autoscaling #1658 - Removing metricName from the kedadocs
Metalยณ Bare metal host provisioning for Kubernetes #624 - Fix redirect links in tryit.md
OpenTelemetry Observability framework #8632 - Add .NET troubleshooting page
kpt Kubernetes-native packaging and resource management #4278 - Fix kpt fn doc command for KRM functions expecting input

ASWF (Academy Software Foundation)

Project Description Contributions
OpenColorIO Color management library #2229 - Add release signing workflow, #2230 - Add Dependabot configuration, #2243 - Add Vulkan unit test framework
OpenCue Cloud rendering management system #2134 - Add scheduled subscription recalculation task
OpenImageIO Image processing library #4976 - Fix IBA::compare_Yee() channel access
RAWtoACES RAW to ACES image conversion #222 - Add build developer documentation
xSTUDIO Playback and review application #186 - Fix broken build guide links

Total: 16 PRs across 13 projects in CNCF and ASWF foundations!

Personal Projects

Project Description Contributions
Golden Kubestronaut Learning Kubernetes certification study guides and resources #23 - Dark mode persistence, #24 - PDF generation workflow

๐Ÿš€ Featured Projects - Looking for Contributors!

I'm actively developing these open source projects and welcome contributors of all skill levels!

Stars License

Kubernetes-native AI inference workload autoscaler

Scale AI/ML workloads based on:

  • ๐ŸŽฎ GPU Utilization - NVIDIA DCGM metrics
  • โฑ๏ธ Latency SLA - P99/P95 response times
  • ๐Ÿ“Š Queue Depth - Pending request count

Tech Stack: Go, Kubernetes, Prometheus, controller-runtime

Good First Issues: Controller enhancements, documentation, Helm chart improvements

๐Ÿ“š Awesome LLMOps

Stars Awesome

The Ultimate Curated List of LLMOps Tools & Resources

Comprehensive collection covering:

  • ๐Ÿง  LLM Models - Open source & commercial
  • ๐Ÿš€ Inference Engines - vLLM, TensorRT-LLM, Triton
  • ๐Ÿ”ง Orchestration - LangChain, LlamaIndex, agents
  • ๐Ÿ“ˆ Observability - Tracing, monitoring, evaluation

Good First Issues: Add new tools, fix broken links, improve categorization

๐Ÿ”„ Ingress2Gateway

Stars Docs

Convert Kubernetes Ingress to Gateway API

Features:

  • ๐ŸŒ Web UI - Interactive conversion with diff view
  • ๐Ÿ’ป CLI Tool - Full-featured command line
  • ๐Ÿ”Œ GitHub Action - CI/CD integration
  • โ˜ธ๏ธ kubectl Plugin - Native kubectl support

Supports: Nginx, Traefik, Istio, AWS ALB, GKE, Kong, Contour

Tech Stack: Python, FastAPI, React, Kubernetes

Good First Issues: Add annotation support, improve validation, new provider presets

๐Ÿค How to Contribute

  1. Pick a project that interests you
  2. Check Issues labeled good first issue or help wanted
  3. Fork & Clone the repository
  4. Submit a PR - I review all PRs promptly!

All contributions welcome:

  • ๐Ÿ’ป Code contributions
  • ๐Ÿ“– Documentation improvements
  • ๐Ÿ› Bug reports
  • ๐Ÿ’ก Feature suggestions
  • โญ Star the repos!

Questions? Open a Discussion or reach out on LinkedIn!

โ˜๏ธ Cloud Platforms

  • AWS - Primary cloud platform for production workloads
  • Azure - Previous experience with enterprise deployments

๐Ÿ”ง Technologies & Tools

Container Orchestration & GitOps

  • Kubernetes - Production cluster management, multi-tenancy, and workload orchestration
  • ArgoCD - GitOps-driven continuous delivery and application lifecycle management
  • Docker - Container image building and runtime management
  • Crossplane - Kubernetes-native infrastructure provisioning and composition

Observability

  • Prometheus & Grafana - Metrics collection, alerting, and dashboard visualization
  • Splunk - Enterprise log aggregation and security analytics
  • Datadog - Full-stack monitoring and application performance management
  • OpenTelemetry - Vendor-neutral distributed tracing and telemetry collection

Policy Management

  • Kyverno - Kubernetes-native policy engine for security and compliance
  • OPA (Open Policy Agent) - Unified policy enforcement across the stack

CI/CD

  • GitHub Actions - Cloud-native workflow automation and CI/CD pipelines
  • Jenkins - Enterprise CI/CD automation and pipeline orchestration
  • Flux - GitOps toolkit for Kubernetes continuous delivery
  • UrbanCode Deploy - Enterprise application release automation

Big Data

  • PrestoDB & Trino - High-performance distributed SQL query engines for analytics
  • Apache Superset - Modern data exploration and business intelligence platform
  • Alluxio - Unified data orchestration for compute and storage
  • Jupyter Notebooks - Interactive data science and machine learning workflows

๐Ÿค– Interests

Deeply interested in the convergence of AI/ML and Kubernetes - enabling organizations to run machine learning workloads at scale on cloud-native infrastructure. Exploring MLOps practices, GPU scheduling, and AI platform engineering.

๐Ÿ“ Blog

Sharing insights on DevOps best practices, Kubernetes deep-dives, and cloud-native architecture:

๐Ÿ‘‰ pavanmadduri.wordpress.com

๐Ÿ’ฌ Let's Connect

Always open to connecting with fellow engineers and enthusiasts in the cloud-native and AI/ML space!

  • ๐Ÿ’ฌ Collaborate - Open an issue or discussion on any of my repositories
  • ๐Ÿค Partner - Interested in contributing to CNCF or ASWF projects together
  • ๐Ÿ‘‹ Network - Happy to exchange ideas and share experiences

Let's build something great together! ๐Ÿš€

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