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1. custom-image-captioning-model custom-image-captioning-model Public

   A custom CNN-encoder + Transformer-decoder image captioning model on MS COCO, with controllable caption length, cross-attention heatmaps, and a BLEU comparison against BLIP.

   Jupyter Notebook

2. python-personal-finance-manager-api python-personal-finance-manager-api Public

   Flask REST API for personal finance management with SQLite, statistical analysis, and linear regression income forecasting. Watch the full demonstration:

   Python

3. student-performance-prediction-mlp student-performance-prediction-mlp Public

   A PyTorch MLP that predicts secondary-school student performance from social and financial data — tackled as both a regression and a multi-class classification task.

   Jupyter Notebook

4. manufacturing-batch-clustering-analytics manufacturing-batch-clustering-analytics Public

   End-to-end reproducible pipeline profiling 638 manufacturing batches — data cleaning, EDA, PCA, and hierarchical clustering to uncover operating modes linked to defect rates and energy efficiency.

   Jupyter Notebook

5. student-success-prediction-ml student-success-prediction-ml Public

   Predicting at-risk students with Decision Tree and Naive Bayes classifiers — a reproducible scikit-learn pipeline with train/validation/test evaluation.

   Jupyter Notebook

6. Hotel_Management_System_CSharp Hotel_Management_System_CSharp Public

   Work Features of a Manager in Hotel Management System. Login, Universal Search field where the manager can search using any data type, CRUD an entry of a customer, Room Availability & Reservation, …

   C# 10 1