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shivamkumxr/README.md

 🧬 About Me


AI/ML Engineer building end-to-end intelligent systems — from raw data to production-grade deployments.


DATA  →  MODEL  →  API  →  DEPLOY  →  PRODUCTION

I work across machine learning, deep learning, LLMs, retrieval-augmented generation, and MLOps to build AI solutions that solve real problems at scale.


  • 🔬  Focused on Generative AI & RAG systems
  • 🏗️  Full-stack AI: data pipelines to cloud deployment
  • 🎯  Targeting AI/ML Engineer & MLOps roles

 ⚡ Quick Glance


💻 Languages Python, SQL,
🧠 AI/ML PyTorch,Scikit-learn
🤖 GenAI LLMs, RAG, LangChain, AI Agents
🔌 Backend FastAPI,REST APIs
☁️ Cloud AWS, Docker, CI/CD
🗄️ Data PostgreSQL,Redis


🛠️  Tech Stack


Python SQL



PyTorch Scikit-learn NumPy Pandas Transformers



LLMs RAG LangChain LangGraph AI Agents Embeddings Vector DBs Prompt Engineering



FastAPI Docker AWS Git CI/CD PostgreSQL Redis



🚀  Featured Projects


🔹 CampusConnect AI X

AI-powered SaaS platform with multi-model AI orchestration for intelligent campus communication.

React TypeScript Node.js MongoDB Redis Gemini Groq

AI Features:

  • Multi-model orchestration (Gemini + Groq)
  • Intelligent content generation
  • Context-aware conversational AI

Repo  Demo

🔹 Medical Support Chatbot

AI-powered medical Q&A assistant with advanced NLP and domain-specific prompt engineering.

Python LLMs NLP Prompt Engineering

AI Features:

  • LLM integration for medical Q&A
  • Safe, accurate prompt engineering
  • Multi-turn conversation management

Repo

🔹 AI Outfit Generator

Generative AI fashion app — personalized outfit recommendations using computer vision and recommendation systems.

Generative AI Computer Vision Recommendation Systems Python

Repo  Demo


🔗  AI Engineering Pipeline


                        ┌─────────────────────────────────────────────────┐
                        │          AI  SYSTEM  ARCHITECTURE               │
                        └─────────────────────────────────────────────────┘

       ╭────────╮     ╭────────────╮     ╭───────╮     ╭──────────────╮
       │  DATA  │ ──▶ │  PREPROC.  │ ──▶ │  EDA  │ ──▶ │ FEATURE ENG. │
       ╰────────╯     ╰────────────╯     ╰───────╯     ╰──────┬───────╯
                                                               │
                ╭─────────────╮     ╭──────────────╮           │
                │  EVALUATION │ ◀── │   TRAINING   │ ◀─────────╯
                ╰──────┬──────╯     ╰──────────────╯
                       │
       ╭───────────╮   │    ╭──────────╮     ╭────────╮     ╭───────╮
       │  LLM/RAG  │ ◀╯──▶ │ FastAPI  │ ──▶ │ Docker │ ──▶ │  AWS  │
       ╰───────────╯       ╰──────────╯     ╰────────╯     ╰───┬───╯
                                                                │
                                                        ╭───────┴────────╮
                                                        │   PRODUCTION   │
                                                        │  CI/CD + Mon.  │
                                                        ╰────────────────╯

📚  Learning Roadmap


 ✅ Python & ML  ━━▶  ✅ Deep Learning  ━━▶  ✅ Transformers  ━━▶  🔄 Generative AI
                                                                         ┃
                   🎯 Cloud Deploy  ◀━━  🎯 MLOps  ◀━━  🔄 AI Agents  ◀━━  🔄 RAG

Currently Learning

📊  GitHub Analytics


GitHub Streak

Profile Summary


📬  Let's Connect


LinkedIn    Email    GitHub



Open to Opportunities

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