The first public LLM benchmark for Canadian financial regulatory compliance. Covers OSFI E-23, FINTRAC, B-20, IFRS 9, Basel III, PIPEDA, and CASL.
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Updated
Jun 5, 2026
The first public LLM benchmark for Canadian financial regulatory compliance. Covers OSFI E-23, FINTRAC, B-20, IFRS 9, Basel III, PIPEDA, and CASL.
Enterprise-grade RAG system for OSFI regulatory documents, combining governed LLM Q&A, audit logging, and compliance-aware AI for Canadian financial institutions.
Credit risk analytics project for loan default ranking with Python, XGBoost, SHAP, threshold strategy, monitoring, and governance.
Pre-send fraud triage console for Interac e-Transfer and Real-Time Rail payments: explainable risk scoring, analyst brief, human hold/release gate, audit log
PostgreSQL project for Canadian banking analytics, covering risk, fraud, loans, KPIs, SLAs, data quality, advanced SQL, and Docker.
End-to-end Canadian Credit Risk & PD modeling project using public Canadian lending data, ML models, SHAP explainability, Streamlit UI, and Power BI dashboard.
AML & Transaction Monitoring analytics for Canadian BFSI — SQL detection rules (structuring, layering, rapid movement), threshold tuning, Isolation Forest anomaly detection, and FINTRAC compliance reporting (STR/LCTR/EFTR). Built with PostgreSQL, Python, and Jupyter. Aligned to PCMLTFA · OSFI B-8 · FATF 40.
F2020–F2023 contact centre performance analysis for a Big Five Canadian bank — Sales & Service call channels, digital channel impact, Excel workbook with live formula chain, and Python KPI validation.
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