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1. BuildingDetection BuildingDetection Public

   Developed a deep learning model to accurately detect buildings in satellite images utilizing the SegNet architecture.

   Jupyter Notebook 1

2. data_cleaning data_cleaning Public

   This code performs data cleaning and preprocessing on a NAFLD dataset. It removes rows with missing BMI values, checks the distribution of the target variable (status), and addresses class imbalanc…

   Jupyter Notebook 1

3. musiclibrary_sqlqueries musiclibrary_sqlqueries Public

   This SQL script creates a database for an eMusic system with four tables: tbl_albums (album details), tbl_songs (song details), tbl_song_request (user song requests), and tbl_users (user informatio…

4. NAFLD_PredictionSystem NAFLD_PredictionSystem Public

   Led a project to predict Non-Alcoholic Fatty Liver Disease (NAFLD) using machine learning.

   Jupyter Notebook

5. LandSlide_Detection-System LandSlide_Detection-System Public

   This code trains a U-Net model for landslide prediction using satellite imagery. It preprocesses data by extracting RGB, NDVI, slope, and elevation features. The model is trained with binary cross-…

   Jupyter Notebook

6. -AnomalyDetectionSystem_ReinforcementLearning -AnomalyDetectionSystem_ReinforcementLearning Public

   This project uses GAE model for reinforcement learning of anomaly detection in manufacturing process.

   Jupyter Notebook