Projects

Full-population access-control testing across 2,398 accounts identified 1,065 exceptions (44.4%) across provisioning, deprovisioning, inactive accounts and privileged access.

SQL control tests on simulated banking data cover capital and RWA, ICAAP, ILAAP liquidity, and IFRS 9 staging and ECL using full populations rather than samples.

SQL audit queries and an Isolation Forest model flag unusual activity for review across 217,441 transactions; flagged activity is not presented as confirmed fraud.

A modular Python pipeline checks 541,909 retail transactions and retains 397,884 valid records for KPI analysis and a formatted Excel report.

A legal-document summarization prototype whose checked-in Flask application extracts PDF text with OCR and generates summaries with BART; citation search is described as in development.

A simulated automotive assembly-line MES using an ISA-95 model, PLC–MES interlocks, BOM verification, press and torque validation, and supplier-lot containment.

An observational matched-pair framework compares defaulting borrowers with five healthy peers to identify behavioral signals ahead of loan default.

A content-based movie recommendation project that represents movie metadata as text features and ranks similar titles with cosine similarity.