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Imbalanced-Fraud-Analytics
Imbalanced-Fraud-Analytics PublicProduction-grade fraud detection benchmark & explainability platform (XGBoost, Deep Learning, Autoencoders, TreeSHAP) evaluated on 284,807 European cardholder transactions.
Jupyter Notebook
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Diabetes-Risk-Stratification
Diabetes-Risk-Stratification PublicProduction-grade healthcare ML benchmark comparing unsupervised patient phenotype discovery (K-Means), multi-class risk stratification (XGBoost, RF), and TreeSHAP explainability on CDC BRFSS cohort…
Python
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GraphBasket-DSA-Engine
GraphBasket-DSA-Engine PublicHigh-performance Market Basket Analysis and Real-Time Product Recommendation System using custom graph data structures (O(V+E)) and Apriori association rule mining across 14,963 retail transactions.
Python
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Student-Attrition-Stacking-Ensemble
Student-Attrition-Stacking-Ensemble PublicUniversity of Warwick group machine learning project on the OULAD dataset. End-to-end learning analytics platform featuring automated multi-table ETL, unsupervised behavioral phenotyping (K-Means &…
Jupyter Notebook
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Wellbeing-System
Wellbeing-System PublicFull-stack student wellbeing & attendance early-warning surveillance platform built with Flask, SQLAlchemy, and Clean OOP/DI architecture. Features dynamic risk scoring, privacy-preserving hash ano…
Python 1
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