Skip to content
View pranotosh2's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report pranotosh2

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Pranotosh2/README.md

πŸ‘‹ Welcome to my Profile!

I'm Pranotosh Mandal

πŸš€ AI/ML Engineer | Data Analyst | Problem Solver


πŸ“Š About Me

  • πŸ”­ Currently focused on Machine Learning, Deep Learning & GenAI applications
  • πŸ“Š Strong foundation in data cleaning, visualization, and predictive modeling
  • πŸ› οΈ Experienced in building dashboards, APIs, and scalable ML pipelines
  • 🌱 Always learning β€” currently exploring advanced RAG systems & LLM applications
  • 🏏 Outside tech, I enjoy playing cricket and analyzing strategies like a data problem
  • πŸ’¬ Ask me about ML, DL, Data Analysis, or FastAPI

πŸ› οΈ Tech Stack

Machine Learning: Regression β€’ Classification β€’ Clustering β€’ Model Evaluation Deep Learning: CNN β€’ RNN β€’ GANs β€’ Autoencoders


πŸ“œ Certifications


Deep Learning

Data Analytics (DAMP)

Docker

FastAPI


🌟 Featured Projects

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

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


πŸ“ˆ GitHub Stats


⚑ Fun Fact

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


πŸ’‘ "Turning data into decisions, and ideas into impact."

Profile views

Pinned Loading

  1. Credit-Risk-Classification-Using-Machine-Learning Credit-Risk-Classification-Using-Machine-Learning Public

    Jupyter Notebook

  2. Customer-Behavior-Analysis Customer-Behavior-Analysis Public

    Customer Behavior Analysis with Python, MySQL and Power BI for interactive Dashboard

    Jupyter Notebook

  3. Fashion-Recommender-System Fashion-Recommender-System Public

    Deep Learning Image Based Fashion Recommendations

    Python

  4. AutoEncoder AutoEncoder Public

    Used Fundus Image Dataset to Generate Image

    Jupyter Notebook 1

  5. Heart-Disease-Prediction Heart-Disease-Prediction Public

    Jupyter Notebook

  6. Medical-Assistant Medical-Assistant Public

    Chat with medical assitant bot with private medical information

    Python