My research and writing focus on responsible AI, governance frameworks, and the practical challenges of deploying AI systems at enterprise scale.
Topics include:
AI governance and regulatory readiness
Bias detection and evaluation in machine learning models
AI reasoning, explainability, and transparency
Risk management for enterprise AI deployments
Data integrity and trust in automated decision systems
Articles, essays, and research notes will be published here over time.