About Me

With five years of experience as a Production Supervisor in pharma manufacturing: GMP-driven environments where compliance, quality, and risk-based decisions shape daily operations. I apply this regulatory and operational mindset to AI systems, focusing on governance, transparency, and responsible use in high-risk contexts.

Regulated Pharma & Compliance

GMP, quality, documentation, and risk-based operations.

AI & Generative Systems

Applied AI with human oversight and controlled output evaluation.

Responsible & Governed AI

Responsible use aligned with governance, transparency, and regulation.