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1. discrete-choice-calibration-excel discrete-choice-calibration-excel Public

   A transparent, spreadsheet-based implementation of Maximum Likelihood Estimation (MLE) to calibrate Multinomial Logit (MNL) mode choice models

   2

2. freertos-task-synchronization freertos-task-synchronization Public

   A deterministic FreeRTOS implementation demonstrating inter-task communication (ITC) using message queues and preemptive scheduling in C.

   C 1

3. Highway-Safety-and-Traffic-Incident-Analysis-Autostrada-A4- Highway-Safety-and-Traffic-Incident-Analysis-Autostrada-A4- Public

   An exploratory data analysis (EDA) pipeline evaluating 4,700+ crash records on Autostrada A4 to identify severity drivers and temporal risk factors.

   1

4. Diagnostic-Heart-Disease-Prediction-using-Supervised-Classifiers Diagnostic-Heart-Disease-Prediction-using-Supervised-Classifiers Public

   A comparative machine learning pipeline applying multiple supervised classifiers to predict diagnostic heart disease risk from clinical data.

   Jupyter Notebook 1

5. traffic-forecasting-pytorch traffic-forecasting-pytorch Public

   An object-oriented PyTorch deep learning pipeline utilizing LSTM sequence-to-sequence modeling for spatial-temporal traffic demand forecasting.

   Python 1

6. Unsupervised-Wine-Quality-Clustering-Analysis Unsupervised-Wine-Quality-Clustering-Analysis Public

   An unsupervised machine learning pipeline applying K-Means and Hierarchical clustering to segment multi-dimensional physicochemical wine data.

   Jupyter Notebook 1