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ronitgulia/Readme.md
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🚀 About Me

AI/ML Engineer & Full Stack Developer based in Jaipur, India.
Specializing in building and shipping production systems across LLMs, RAG, Computer Vision, and MLOps.

  • 🔭 I’m currently working on production-grade AI systems, including RAG chatbots and CV pipelines.
  • 🌱 I’m currently exploring LangGraph, Agentic Workflows, and Advanced MLOps.
  • 💬 Ask me about PyTorch, TensorFlow, LangChain, FastAPI, Docker, or React.
  • 🌐 Portfolio: portfolio-1lb1.vercel.app
  • 📧 Reach me at: ronitgulia3@gmail.com
  • 💼 LinkedIn: ronigulia

🛠️ Tech Arsenal

Tech Stack

💻 Featured Projects

🤖 RAG Knowledge-Base Chatbot

Hybrid FAISS + BM25 Retrieval-Augmented Generation chatbot built with LangChain and Streamlit. Tested against RAGAS benchmarks with faithfulness, accuracy, and relevance scoring above 0.92.

🧩 AutoStream AI Agent

LangGraph-powered conversational lead-capture agent with multi-step routing. Deployed as a scalable backend service using FastAPI and the WhatsApp Cloud API.

🛡️ Victor Bot Detection

Real-time XGBoost + Isolation Forest ensemble for sub-5ms malicious HTTP traffic fingerprinting. Wraps explainable AI (SHAP) into a deployable Flask REST API.

📊 GitHub Analytics


🐍 Contribution Snake

Snake eating my contributions

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