Research & Interests

I work as a practitioner, but my thinking is grounded in work design, leadership, engagement and responsible AI models.

Leadership & engagement

How leadership styles and job design shape engagement and burnout in remote healthcare IT and data teams, especially under constant regulatory pressure.

Compliance as a delivery enabler

When and how PMO and GRC structures actually increase delivery speed, predictability and ROI instead of slowing everything down.

Responsible AI in practice

Moving AI governance out of policy PDFs and into backlog items, design reviews, testing and operational dashboards.

Privacy in Agile environments

Ways to integrate DPIAs, data mapping and KDE tracking into Agile delivery without overloading teams.