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monil37/README.md

Hi there👋, I'm Monilkumar Patel

Aspiring Data Analyst | 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.

  • 🛠️ Core Focus: Building scalable ETL pipelines, optimizing databases, and crafting interactive dashboards using Python, SQL, and modern BI tools
  • 💡 Passionate about turning data into actionable insights & data visualization for business intelligence

🚀 Featured Projects

Project Tech/Tools
https://github.com/monil37/retail-churn-campaign-roi Python, Power BI, SQL, DAX
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/SQL-Case-Studies MySQL Portfolio
https://github.com/monil37/Bike-Sales-Analysis-Tableau Tableau
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

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  1. retail-churn-campaign-roi retail-churn-campaign-roi Public

    An end-to-end data pipeline project demonstrating ETL, data cleaning, RFM analysis for customer churn, and campaign ROI calculation using SQL, Python, and Power BI.

    Python 1

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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