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1. Semi-Automatic-Pipeline-for-Muscle-Cell-Segmentation-and-Quantitative-Index-Computation Semi-Automatic-Pipeline-for-Muscle-Cell-Segmentation-and-Quantitative-Index-Computation Public

   Semi-automatic deep learning pipeline for nuclei detection, muscle fibre segmentation and quantitative biological index computation in fluorescence microscopy images (FSHD context).

2. Museum-pass-churn-analysis Museum-pass-churn-analysis Public

   Churn prediction and customer analytics project on Turin Museum Pass data. Includes data cleaning, feature engineering, clustering (SOM), causal inference (PSM), and supervised ML models (CART, Ran…

3. pediatric-brain-tumor-survival-ml pediatric-brain-tumor-survival-ml Public

   End-to-end clinical data pipeline combining survival modeling (Kaplan–Meier, Cox, stratified Cox) and ML classifiers (Random Forest, XGBoost, SVM) to identify prognostic factors in pediatric brain …

4. california-stays-review-analytics california-stays-review-analytics Public

   Sentiment analysis on TripAdvisor hotel reviews using TF-IDF and BERT embeddings. Includes supervised classification (RF, SVM, FFNN) and model interpretability with LIME.

   Jupyter Notebook

5. BRFSS--Heart-attack-prediction BRFSS--Heart-attack-prediction Public

   Heart attack risk prediction using the 2011 BRFSS dataset (506k records) with H2O AutoML, imbalance handling strategies, feature selection and precision-recall optimization for clinical risk detect…

6. Music-genre-classification-gtzan Music-genre-classification-gtzan Public

   Audio-based music genre classification on the GTZAN dataset using MFCC and spectral features with SVM, XGBoost, Neural Networks and ensemble modeling.

   Jupyter Notebook