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environmental-analysis

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An interactive dashboard for analyzing and visualizing wildfire occurrences across Canada (2013–2023). Features dynamic filtering by province and year range, with various data visualizations including maps, charts, and summary statistics.

  • Updated Mar 18, 2025
  • Jupyter Notebook

FETCH (Framework for Environmental Type Classification Hub) is a QGIS-based tool for automated Local Climate Zone (LCZ) classification. It combines Google Solar API data acquisition with advanced geospatial processing to analyze urban morphology and climate characteristics.

  • Updated Dec 27, 2025
  • Python

A machine learning system that predicts Water Quality Index (WQI) and Water Quality Classification (WQC) using engineered water-quality features. The project includes full preprocessing with missing-value handling, outlier treatment, dynamic WQI calculation, and both regression and classification modeling powered by XGBoost and Scikit-learn.

  • Updated Oct 17, 2025
  • Jupyter Notebook

A machine learning project that predicts car CO2 emissions based on engine size using linear regression. Features data visualization, model training, and performance evaluation with scikit-learn and matplotlib.

  • Updated Jun 30, 2025
  • Python

Previous works on smart surveillance systems often only focused on one task such as violence detection, and were heavyweight systems at the same time. This project aims to create a smart surveillacne system that does more than an average human (or a team of humans) could ever do.

  • Updated Dec 5, 2025
  • Python

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