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Shadinbm/README.md

Hi 👋, I'm Muhammed Shadin Bm

Aspiring Data Scientist | Python & ML Developer

🔍 About Me

  • 🎓 I'm a Data Science student passionate about converting data into insights
  • 💡 I love working with real-world projects in ML, Web Apps, and Data Visualization
  • 💻 Currently building apps using Streamlit and Flask
  • 📊 Exploring advanced visualizations using Plotly, Power BI, and Tableau

🛠️ Tools & Technologies

Python Pandas NumPy Matplotlib Seaborn Plotly Scikit-learn Streamlit Flask HTML5 CSS3 JavaScript Jupyter Excel Power BI Tableau SQLite MySQL Git GitHub

📈 GitHub Stats

Shadinbm's GitHub stats Shadinbm's Top Languages

📬 Contact Me

💡 “Learning is never cumulative, it is a movement of knowing which has no beginning and no end.”

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  1. SafeShare-OpenCV-luxand SafeShare-OpenCV-luxand Public

    SafeShare is a Django web app that allows users to share thoughts anonymously while detecting and preventing cyberbullying using AI-powered text analysis and admin moderation tools.

    HTML

  2. Employee-Retention-Analysis Employee-Retention-Analysis Public

    This project uses logistic regression to predict employee attrition based on satisfaction, workload, and other HR metrics. Built as part of a data science course using a Kaggle dataset, it includes…

    Jupyter Notebook

  3. Machine-Failure-Risk-Score-Prediction-by-Linear-regression Machine-Failure-Risk-Score-Prediction-by-Linear-regression Public

    Predictive maintenance tool that uses Linear Regression to estimate machine failure risk based on temperature, vibration, pressure, motor current, and more.

    Python

  4. Indian-AQI-Analysis Indian-AQI-Analysis Public

    Machine learning project for predicting Air Quality Index (AQI) across Indian cities. Includes data preprocessing, EDA, and regression modeling using pollutant data. Achieved R² = 0.896 with low er…

    Jupyter Notebook 1

  5. Macbook-Review-Analysis Macbook-Review-Analysis Public

    This project performs sentiment analysis and text classification on MacBook product reviews using Natural Language Processing (NLP) techniques. The goal is to understand customer opinions, identify…

    Jupyter Notebook

  6. Ronin-The-Mechanic-Chat-bot Ronin-The-Mechanic-Chat-bot Public

    AI-powered mechanic assistant for Royal Enfield motorcycles. Includes dataset creation, NLP preprocessing, TF-IDF + Naive Bayes model, FastAPI backend, and Streamlit chatbot UI.

    Jupyter Notebook