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Looking at the Data
👨‍💻
Looking at the Data

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Medkallel/README.md

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🧑🏻‍💻 Mohamed Kallel

Data Scientist (Developer/Analyst/Public Speaker)


👨‍💻 About Me

Passionate about technology and recognized for innovation, I am currently enrolled in the Sorbonne Data Analytics M1 Data Science program. Proficient in Python and data science tools, I have several years of hands-on experience in fast-paced, agile startup environments. I am eager to apply my expertise in an entry-level data scientist role.

On my GitHub, you'll discover a range of projects I've created from start to finish, highlighting my skill in transforming concepts into practical solutions for real-world challenges using code.

Please feel free to reach out to me via my LinkedIn profile.

LinkedIn


🧰 Languages and Tools

Python Pandas Matplotlib Plotly NumPy MySQL scikit-learn Keras OpenAI HuggingFace LangChain Chroma Statsmodels Spark Json

Linux mlflow Visual Studio Code Jupyter

GitHub Trello Markdown Power Bi

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  1. Gift-Recommendation-Chatbot Gift-Recommendation-Chatbot Public

    A smart chatbot that uses Generative AI, LLMs, and Retrieval-Augmented Generation (RAG) to provide personalized gift suggestions. It combines real-time information retrieval with creative responses…

    Python 1 1

  2. Movie-Recommendation-System Movie-Recommendation-System Public

    Forked from jcrigoni/grand_ml_project

    This project is focused on building a movie recommendation system using the MovieLens dataset. The system leverages several machine learning techniques to provide personalized movie recommendations…

    Jupyter Notebook 1

  3. Dunhumby-The-complete-Journey-Dashboard Dunhumby-The-complete-Journey-Dashboard Public

    This project analyzes household transactions from 2,500 frequent shoppers over two years, including demographics and marketing history. It features a Streamlit dashboard with pages for Data explora…

    Jupyter Notebook 2 1

  4. Logistic-Regression-Analysis-Determinants-of-Women-as-Primary-Source-of-Revenue Logistic-Regression-Analysis-Determinants-of-Women-as-Primary-Source-of-Revenue Public

    This project aims to analyze the determinants for a woman being the primary source of revenue in a household using data from the "Conditions de Travail 2013" survey. The analysis will be focused on…

    Jupyter Notebook 2 1

  5. Loan-Default-Prediction Loan-Default-Prediction Public

    This project aims to predict loan defaults in retail banking using an end-to-end MLOps pipeline. It includes data preprocessing, model engineering, CI/CD, model tracking and cloud deployment of the…

    Jupyter Notebook 2

  6. Road-Signs-Deep-Learning-Classification Road-Signs-Deep-Learning-Classification Public

    This project focuses on classifying traffic signs using the GTSRB dataset, a key challenge for autonomous driving systems. The repository includes data exploration, model training, and evaluation.

    Jupyter Notebook 1