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@mahnoorsheikh16
mahnoorsheikh16
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Mahnoor Sheikh mahnoorsheikh16

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I leverage data and statistical tools to drive distinctive solutions for problems.

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  1. Two-Stage-News-Recommendation-SystemTwo-Stage-News-Recommendation-SystemPublic

    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-NetworksNode-Classification-with-Graph-Neural-NetworksPublic

    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-PolicyNLP-Framework-for-Literature-Summarization-in-Law-and-PolicyPublic

    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-DataOptimizing-Supply-Chain-Efficiency-with-Geospatial-DataPublic

    Forked fromandrew-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-classifierSketchify-A-Quick-Draw-drawing-classifierPublic

    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-UnemploymentImpact-of-Minimum-Wage-Policies-on-Youth-UnemploymentPublic

    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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