Clean-room synthetic retention-intervention learning loop for financial-services analytics, including ML prioritisation, treatment logging, governance checks, and visual reporting.

The IRB-approval research proposal for my dissertation: the methodology, instrument design, and analysis plan submitted to the university board to gain authorization to recruit participants and conduct the study. A required step before the field research and the dissertation itself can proceed.

A digital health prototype for AI-assisted behavior intervention design using transparent, context-aware recommendation logic.