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1. Two-Stage-News-Recommendation-System Two-Stage-News-Recommendation-System Public

   A scalable two-stage news recommender that retrieves relevant candidates and reranks them using hybrid lexical and semantic features to optimize top-K recommendation quality.

   Jupyter Notebook 1

2. Node-Classification-with-Graph-Neural-Networks Node-Classification-with-Graph-Neural-Networks Public

   Evaluation of multiple graph neural network models—GCN, GAT, GraphSAGE, MPNN and DGI—for node classification on graph-structured data. Preprocessing includes feature normalization and adjacency-mat…

   Jupyter Notebook 2

3. NLP-Framework-for-Literature-Summarization-in-Law-and-Policy NLP-Framework-for-Literature-Summarization-in-Law-and-Policy Public

   Implementation of an interactive chatbot for summarizing legal and policy documents. Includes data preprocessing (cleaning, tokenization, hierarchical chunking), extractive TF-IDF baselines, and fi…

   Jupyter Notebook 2

4. Optimizing-Supply-Chain-Efficiency-with-Geospatial-Data Optimizing-Supply-Chain-Efficiency-with-Geospatial-Data Public

   Forked from andrew-jxhn/STT810_StatsProject

   Leveraged historical geospatial data to forecast weather patterns, optimize delivery times and methods to improve efficiency and reduce costs.

   Jupyter Notebook 1

5. Sketchify-A-Quick-Draw-drawing-classifier Sketchify-A-Quick-Draw-drawing-classifier Public

   Implementation of a sketch‐recognition pipeline inspired by Google’s Quick, Draw!. Includes data preprocessing and feature‐engineering scripts, three Bayesian classifiers alongside Logistic Regress…

   Jupyter Notebook 1

6. Impact-of-Minimum-Wage-Policies-on-Youth-Unemployment Impact-of-Minimum-Wage-Policies-on-Youth-Unemployment Public

   This study will be an attempt to analyze what impact minimum wage has upon youth unemployment in Pakistan, a country having the world's ninth largest labor force, with 4 million young people reachi…

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