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monil37/README.md

Hi there👋, I'm Monilkumar Patel

Machine Learning & Data Science Enthusiast

Building scalable ML systems | Exploring LLMs & Agentic AI


🚀 About Me

  • 🌱 Currently focusing on Prompt Engineering, LLMs, Agentic AI
  • 🤝 Open to collaborate on Data Analytics & ML projects
  • 💡 Passionate about turning data into actionable insights

🌐 Connect with me

linkedin


🛠️ Languages and Tools


🚀 Featured Projects

Project Tech/Tools
https://github.com/monil37/Local-LLMs-using-Ollama
https://github.com/monil37/local-llm-ollama-langchain
Python, Ollama, Langchain, Agents & tools
https://github.com/monil37/Movie-Recommender-System Jupyter Notebook, Python, Streamlit
https://github.com/monil37/Netflix-Data-Analysis-Power-BI Power BI
https://github.com/monil37/SQL-Case-Studies MySQL Portfolio

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  1. Local-LLMs-using-Ollama Local-LLMs-using-Ollama Public

    Engineered an offline AI application to interface with Large Language Models (LLMs) and Vision-Language Models (VLMs) via Ollama. Key implementations include native REST API communication, OpenAI S…

    Python 1

  2. Local-llm-ollama-langchain Local-llm-ollama-langchain Public

    Build powerful, local-first AI applications entirely on local machine using Python, Ollama, and LangChain. Features chat, RAG, and smart agents.

    Jupyter Notebook 1

  3. Movie-Recommender-System Movie-Recommender-System Public

    Designed a Movie Recommender system which suggest Top 10 movies similar to what user has selected. Applied TF-IDF and Sigmoid kernel to compute similarity between movie summaries. Deploy the model …

    Jupyter Notebook 1

  4. SQL-Case-Studies SQL-Case-Studies Public

    A portfolio of end-to-end SQL case studies (Flight Data and Hospital Management) demonstrating advanced data cleaning, ETL, and exploratory data analysis using MySQL.

    1

  5. Flight-Fare-Prediction Flight-Fare-Prediction Public

    Developed a machine learning model to predict airline ticket prices using ensemble learning (Random Forest Regressor). Applied categorical feature encoding, outlier detection, and data preprocessin…

    Jupyter Notebook 1

  6. Netflix-Data-Analysis-Power-BI Netflix-Data-Analysis-Power-BI Public

    Designed a Power BI Dashboard to analyze Netflix data for Movies and TV shows.

    1