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pmady/README.md

Pavan Madduri

Pavan Madduri

Senior cloud platform engineer working on GPU and AI infrastructure for Kubernetes.

  • CNCF TAG Workloads Foundation Tech Lead (2026-2028)
  • CNCF Golden Kubestronaut (KCNA, CKA, CKAD, CKS, KCSA)
  • Oracle ACE Associate
  • Dragonfly community member

LinkedIn · Docker Hub

Projects

Project What it does
keda-gpu-scaler KEDA external scaler that reads NVIDIA GPU metrics from NVML on each node and scales vLLM, Triton and training workloads, including scale to zero. Go, gRPC, Helm. Referenced in KEDA #7538.
gpu-mcp-server NVIDIA GPU and MIG metrics as MCP tools for AI agents. Published on the MCP Registry.
otel-gpu-receiver OpenTelemetry Collector receiver for GPU metrics via NVML, with OTLP export and a Prometheus endpoint.
docker-gpu-dashboard-extension Docker Desktop extension showing live NVIDIA GPU utilization, memory, temperature and power.
kube-topology-agent Kubernetes resource knowledge graph with root-cause traversal and an AlertManager webhook.
kubeai-autoscaler, ingress2gateway, golden-kubestronaut-learning, llmops Smaller projects and learning material.

Upstream contributions

CNCF

Project Pull requests
Dragonfly client#1861 fix error chain propagation in backend stream failures; client#1665 Hugging Face backend (hf://); client#1673 ModelScope backend (modelscope://); d7y.io#386 hf:// protocol docs; d7y.io#398 P2P model download blog post; helm-charts#455 injector support; helm-charts#480 replace deprecated bitnamilegacy/mysql
Kubernetes website#53891 document deployment.kubernetes.io/* annotations; website#53892 kubectl apply view-last-applied docs
TiKV #19225 AGENTS.md for AI agent guidance
Volcano #5095 GPU NUMA topology awareness in the scheduler; resource-exporter#12 GPU NUMA topology discovery via sysfs; apis#229 GPUInfo type for NumatopoSpec; #5328 typo fixes
HAMi #1893 unit tests for nvinternal info, mig and watch packages
KEDA #7538 GPU scaler design discussion; keda-docs#1658 remove metricName from docs; keda-docs#1769 Datadog scaler typo fixes
Metal³ #624 fix redirect links in tryit.md
OpenTelemetry #8632 .NET troubleshooting page
kpt #4278 fix kpt fn doc for KRM functions expecting input
traceAI #165 exporter shutdown and thread safety in the Python SDK; #166 Go SDK with OpenAI instrumentor

Academy Software Foundation

Project Pull requests
OpenColorIO #2229 release signing workflow; #2230 Dependabot configuration; #2243 Vulkan unit test framework
OpenCue #2134 scheduled subscription recalculation task
OpenImageIO #4976 fix IBA::compare_Yee() channel access
RAWtoACES #222 build and developer documentation
xSTUDIO #186 fix broken build guide links

Tools I work with

Go, Kubernetes, KEDA, Volcano, HAMi, Helm, ArgoCD, Flux, Crossplane, OpenTelemetry, Prometheus, Grafana, NVIDIA NVML, gRPC, Terraform, GitHub Actions, AWS, Azure, OCI.

Pinned Loading

  1. llmops llmops Public

    🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations

    Shell 21 8

  2. pmady pmady Public

    12 2

  3. golden-kubestronaut-learning golden-kubestronaut-learning Public

    A comprehensive learning resource for achieving Kubestronaut and Golden Kubestronaut status through CNCF certifications

    Markdown 22 9

  4. kubeai-autoscaler kubeai-autoscaler Public

    Go 12 7

  5. ingress2gateway ingress2gateway Public

    Convert Kubernetes Ingress objects to Gateway API resources - Web GUI and REST API

    Python 8 3

  6. keda-gpu-scaler keda-gpu-scaler Public

    KEDA External gRPC Scaler for GPU workloads - native NVML metrics via DaemonSet, no Prometheus required

    Go 136 36