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Basel-Style-Credit-Risk-Analytics-Framework-PD-Modeling-Portfolio-Expected-Loss-Risk-Governance Public
irb random-forest logistic-regression model-calibration sensitivity-analysis challenger model-validationJupyter Notebook MIT License UpdatedMar 8, 2026 -
Production-style fraud detection pipeline for financial transactions using behavioural analytics, anomaly detection, and machine learning with out-of-time validation and explainable risk scoring.
python logistic-regression model-calibration model-validation anomaly-detection supervised-machine-learning unsupervised-machine-learningJupyter Notebook MIT License UpdatedMar 6, 2026 -
Loan-Default-Simulation Public
loan-default-prediction irb120 probability-of-default loss-given-default expected-loss exposure-at-defaultJupyter Notebook MIT License UpdatedMar 5, 2026 -
Credit-risk-pd-scorecard-woe Public
Production-ready PD scorecard model using WoE binning and logistic regression, including discrimination testing (AUC/KS), calibration, PSI stability monitoring, and risk-based decision policy under…
Jupyter Notebook MIT License UpdatedMar 2, 2026 -
This is a time series analysis of unemployment rate in Canada across age groups, educational level and sex.
demographic-analysis time-series-analysis population-dynamics unemployment-trend logit-regression unemployment-analysis-with-pythonUpdatedFeb 9, 2025 -
This piece explores sales trend and performance of key account centres of a distribution chain for years 2017-2020. The key account centres highlighted in this piece are Stores and Products identif…
TSQL UpdatedFeb 9, 2025 -