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rvats20/README.md

👋 Hey, I'm Rahul Vats

Cloud & AI Infrastructure Engineer | Azure · Kubernetes · Terraform · LLM Ops

12+ years building and running enterprise-scale cloud infrastructure — Azure & multi-cloud platforms, Kubernetes orchestration, Terraform-based IaC, CI/CD automation, and production-grade observability. Currently deep in AI infrastructure: deploying LLM-based applications and agentic AI workloads on cloud-native foundations.

🎯 What I Do

  • ☁️ Cloud Infrastructure (Azure/AWS) – Scalable, secure, highly available platforms for business-critical SaaS workloads
  • 🔧 DevOps & IaC – Terraform, ARM/Bicep, CI/CD pipelines with Azure DevOps, Jenkins, GitLab
  • 📦 Containers & Orchestration – Docker, Kubernetes/AKS deployment and operations
  • 📊 Observability & Reliability – Azure Monitor, Datadog, Prometheus; incident management & DR planning
  • 🤖 AI Infrastructure – LLM app deployment, agent orchestration (LangGraph, CrewAI, AutoGen), MLOps practices

🚀 Current Focus

  • AI Infrastructure & Cloud Automation Lab — containerized environments for LLM and agentic workloads
  • Terraform-driven automated environment provisioning
  • Centralized logging, caching (Redis), and observability for AI-enabled platforms
  • Kaggle competitions (NLP & LLM classification)

🏅 Certifications

  • CompTIA Cloud Essentials+
  • Microsoft Azure Fundamentals (AZ-900)
  • Azure Administrator Associate (AZ-104) — in progress
  • SQL for Data Science

🤝 Connect With Me

LinkedIn Kaggle X Email

💬 Let's Collaborate!

I'm always open to discussing:

  • ☁️ Cloud architecture, migration, and platform reliability
  • 🤖 AI infrastructure and LLM application deployment
  • 🔧 DevOps automation and IaC
  • 📊 Kaggle / applied ML projects

📈 Featured Projects

🧠 LLM Classification Finetuning

Fine-tuning large language models for text classification tasks (Kaggle LLM classification)

LLM Classification Finetuning

📈 market-monitor

Real-time Nifty 50 & Sensex monitor with RSI/MACD/EMA signals via Upstox API

market-monitor

🛒 AutoProcure-AI

Autonomous web agent that automates procurement — searches supplier sites, navigates messy interfaces, fills RFQs, collects quotes

AutoProcure-AI

💰 Python Financial Analysis

Data-driven financial modeling and analysis scripts and notebooks with pandas

Financial Analysis

→ View all projects

📊 GitHub Stats

GitHub Stats Streak Stats

Ask me anything →

Profile Views

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  1. Income-Classification-using-ML Income-Classification-using-ML Public

    Model Training, Implementing various machine learning algorithms such as Logistic Regression, Decision Trees, Random Forests, and Gradient Boosting. Model Evaluation: Assessing model performance us…

    Jupyter Notebook 1

  2. LLM-Classification-Finetuning LLM-Classification-Finetuning Public

    Welcome to the LLM Classification Finetuning repository! This project focuses on fine-tuning large language models (LLMs) for text classification tasks.

    Jupyter Notebook 1

  3. Python-Financial-Analysis Python-Financial-Analysis Public

    This repository contains a collection of Python scripts and Jupyter notebooks for analyzing financial data. Whether you're a data scientist, financial analyst, or just someone interested in finance…

    Jupyter Notebook 11 4

  4. deep-learning-with-python-notebooks deep-learning-with-python-notebooks Public

    Forked from fchollet/deep-learning-with-python-notebooks

    Jupyter notebooks for the code samples of the book "Deep Learning with Python"

    Jupyter Notebook 1

  5. market-monitor market-monitor Public

    Real-time Nifty 50 & Sensex monitor with RSI/MACD/EMA signals via Upstox API

    Python 6 1

  6. AutoProcure-AI AutoProcure-AI Public

    AutoProcure AI is an autonomous web agent that does the grunt work of procurement for you—searching real supplier websites, navigating messy interfaces, filling RFQs, and collecting quotes in real …

    JavaScript 1