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monil37/README.md

Hi there👋, I'm Monilkumar Patel

Aspiring Data Engineer | Machine Learning & Data Science Enthusiast


🌟 About Me

Pursuing Master's in Web and Data Science program @ University of Koblenz. Computer Engineering Graduate with strong interests in Data Analytics/Engineering, AI, and Machine Learning.

  • 💡 Passionate about turning data into actionable insights
  • 🌱 Currently focusing on LLMs, Agentic AI

🚀 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
https://github.com/monil37/Power-BI-Classic-Model-Project-
Power BI, DAX
https://github.com/monil37/Bike-Sales-Analysis-Tableau Tableau
https://github.com/monil37/SQL-Case-Studies MySQL Portfolio

🛠️ Languages and Tools


Pinned Loading

  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. 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

  6. Bike-Sales-Analysis-Tableau Bike-Sales-Analysis-Tableau Public

    An interactive Tableau dashboard analyzing global bike sales, customer demographics, and product performance to drive data-informed business decisions.

    1