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  • Singapore
  • 15:38 (UTC +08:00)

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rpaut03l/README.md

Hey there! 👋 I'm rpaut03l

AIOps · MLOps · SRE · GPU Computing · Cloud Native Builder

Building infra that heals itself. Teaching machines to do the same.

Location Focus

🏗️ What I Do
🏗️ AIOps / SRE Large-scale Kubernetes infra, GitOps pipelines, ML-powered auto-scaling & intelligent alerting
🤖 MLOps / AI End-to-end ML pipelines, model deployment, drift detection, AI-driven infra decisions
⚡ GPU / CUDA GPU-accelerated computing, CUDA programming, NVIDIA profiling & deep learning on GPU

⚡ Focus Areas

Area Topics
🔍 AIOps Anomaly Detection · Root Cause Analysis · Predictive Alerting · Self-Healing Infra
🔄 MLOps Model CI/CD · Feature Stores · Model Monitoring · Drift Detection · Kubeflow
🤖 Agentic AI MCP (Model Context Protocol) · A2A (Agent-to-Agent) · Agentic AI · LLMOps · AI Agents
⎈ Platform Eng GitOps · ArgoCD · Service Mesh · Traefik · Zero-Trust Infra
📊 Observability OpenTelemetry · Prometheus · Grafana · ELK · Jaeger · Traefik · Distributed Tracing
⚡ GPU / CUDA CUDA C · Nsight Systems · Nsight Compute · Parallel Computing · GPU for ML/DL
🧠 ML / AI Regression · Clustering · Parameter Estimation · Deep Learning · Vector DBs
🔐 Security Vault · Kyverno · mTLS · RBAC · Policy as Code

🌱 Working/Hands-On-Expereince

LLMOps MCP — Model Context Protocol A2A — Agent-to-Agent Agentic AI AI Agents ML on Kubernetes Random Forest for Auto-scaling Kubeflow Vector Databases Reinforcement Learning

🛠️ Tech Stack

☁️ Cloud & Infrastructure

AWS GCP Azure Kubernetes Terraform

🔁 GitOps & CI/CD

ArgoCD GitHub Actions Vault Istio Traefik Kyverno

🤖 AIOps / MLOps / Agentic AI

Python scikit-learn TensorFlow Jupyter MLflow MCP

⚡ GPU / CUDA

CUDA NVIDIA C++

📊 Observability

OpenTelemetry Grafana Prometheus Traefik ELK

🏅 Certifications

CKA CKAD KCNA KCA PCA OTCA Terraform AWS AI

📌 Featured Repos

🤖 AI / ML / MLOps

TS-01 rptl_gn_mlops

⚡ GPU / CUDA Computing

Parallel-Computing-Cuda-C GPU-in-ML-DL

Guide-NVIDIA-Tools Setup-as-Cuda-programmers

📚 References

python-cheatsheet Papers-Literature-ML-DL-RL-AI

Profile views

"Infra that heals itself. Models that explain themselves."

Pinned Loading

  1. TS-01 TS-01 Public

    This Repo contains details wrt - AI, ML, ODS, DSA

    Jupyter Notebook 1 3

  2. Data-Structures-using-Python Data-Structures-using-Python Public

    Forked from OmkarPathak/Data-Structures-using-Python

    This is my repository for Data Structures using Python

    Jupyter Notebook 1

  3. python-cheatsheet python-cheatsheet Public

    Forked from gto76/python-cheatsheet

    Comprehensive Python Cheatsheet

    Python 1

  4. leetcode_neetcode leetcode_neetcode Public

    Forked from neetcode-gh/leetcode

    Leetcode Neetcode

    JavaScript

  5. rptl_gn_mlops rptl_gn_mlops Public

    Native CICD + MLOps CICD in two different branches.

  6. Papers-Literature-ML-DL-RL-AI Papers-Literature-ML-DL-RL-AI Public

    Forked from tirthajyoti/Papers-Literature-ML-DL-RL-AI

    Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning