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👋 Welcome to my Profile!

I'm Pranotosh Mandal

🚀 AI/ML Engineer | Data Analyst | Problem Solver


📊 About Me

  • 🔭 Currently focused on Machine Learning, Deep Learning & GenAI applications
  • 📊 Strong foundation in data cleaning, visualization, and predictive modeling
  • 🛠️ Experienced in building dashboards, APIs, and scalable ML pipelines
  • 🌱 Always learning — currently exploring advanced RAG systems & LLM applications
  • 🏏 Outside tech, I enjoy playing cricket and analyzing strategies like a data problem
  • 💬 Ask me about ML, DL, Data Analysis, or FastAPI

🛠️ Tech Stack

Machine Learning: Regression • Classification • Clustering • Model Evaluation Deep Learning: CNN • RNN • GANs • Autoencoders


📜 Certifications


Deep Learning

Data Analytics (DAMP)

Docker

FastAPI


🌟 Featured Projects

Project Description Stack
🤖 Multi-Source-RAG-App RAG app that ingests PDFs, text, websites & YouTube videos for Q&A and summarization Streamlit • LangChain • FAISS • Groq
🔍 Text-to-SQL-Agent LangChain ReAct agent that turns natural-language questions into validated SQL and auto-generates charts FastAPI • PostgreSQL • Groq • Docker
🧭 LangGraph-AI-Agent Multi-provider AI chatbot with optional live web search, built on a LangGraph ReAct agent LangGraph • FastAPI • Groq • Gemini • Tavily
🏠 House-Price-Prediction End-to-end XGBoost regression app with a REST API and dark-mode frontend FastAPI • XGBoost • Docker • CI/CD

🔗 Each project ships with Docker, CI/CD via GitHub Actions, and a live deployment — check the repo READMEs for demo links.


📈 GitHub Stats


⚡ Fun Fact

🏏 I enjoy cricket and love analyzing strategies like a data problem!


💡 "Turning data into decisions, and ideas into impact."

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