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pkl-model

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This project is a Flask-based platform for patients, donors, and doctors, integrating hospital management in one solution. It uses Machine Learning models for predictive health analysis and Power BI for interactive dashboards. Through this project, I enhanced my skills in full-stack development, applied ML, and healthcare data solutions.

  • Updated Aug 22, 2025
  • Jupyter Notebook

Home Loan Approval Prediction System uses machine learning to predict loan approval outcomes, helping financial institutions streamline decisions. It preprocesses data, handles missing values, encodes features, and uses a Random Forest Classifier for feature selection, optimizing the model for accuracy and efficiency.

  • Updated Dec 29, 2024
  • Jupyter Notebook

The project was built with data handling performed through Pandas and NumPy for efficient manipulation of environmental datasets. Machine learning models, including Linear Regression and Random Forest Regressor, were implemented using Scikit-learn. Model performance was evaluated using metrics like R² Score, MAE, RMSE.Trained modules were in .pkl .

  • Updated Jul 3, 2025
  • Jupyter Notebook

This is a web application that provides weather forecast predictions. It allows users to search for a city and view 6‑day forecasts with parameters such as temperature, humidity, pressure, wind speed, and general conditions. The app also includes a prediction history feature and customizable settings like unit or theme preferences.

  • Updated Aug 19, 2025
  • Jupyter Notebook

Problem Statement: Financial institutions face significant challenges in detecting fraudulent activities due to the large volume of transactions and the sophistication of modern fraud techniques. The problem is to design AI models that can accurately detect fraudulent transactions in real-time while minimizing false positives.

  • Updated Sep 9, 2024
  • Jupyter Notebook

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