Use Cases & Projects

A sample of the work where AI, GRC and delivery had to move together, not as separate tracks.

Multi-bot Enterprise GPT Platform

Internal GPT platform hosting multiple copilots: contract review, dealer support and engineering assistants.

My role: Roadmap and delivery lead, aligning PMO, architecture, security and legal. Governance was designed in: prompt libraries, logging, permissions, red-flag use cases and DPIA inputs.

Impact: Faster contract and support analysis with a clear audit trail for every high-risk interaction.

Cross-Bank DPIA Program During Merger

Merger scenario where two large financial ecosystems needed a unified privacy posture.

My role: Coordinated DPIAs across thousands of systems, working with legal, risk, security and IT. Findings were tied back to rollout plans, decommissioning and access controls.

Impact: One coherent privacy story, clear ownership for remediation and defensible evidence for regulators.

Retail KDE Governance & Privacy Engineering

Global retailer needing SAP, Hybris and adjacent systems aligned to GDPR/CCPA.

My role: Helped identify KDEs, data flows and risk points, then converted insights into backlog items, acceptance criteria and monitoring hooks that engineers and QA could act on.

Impact: Fewer surprises in privacy reviews, better traceability in OneTrust and clearer linkage between policy and releases.

Cloud & Data Modernization with GRC Lens

Modernization programs moving legacy data platforms into modern, observable stacks.

My role: Owned delivery with explicit risk transparency: understanding which changes touched sensitive data, what needed reinforcing and how executives would monitor success.

Impact: More predictable cutovers, fewer hidden risks discovered late, better audit stories and more honest dashboards.