Systems Architect · AI Governance · International Speaker
I architect the transition from AI experimentation to production-scale impact — designing intelligent systems where AI becomes dependable operational infrastructure, not experimental software.
Most organisations today are capable of producing AI predictions, classifications, and generated outputs. Very few are capable of trusting those outputs inside real decision-making. That gap is where I operate.
At AFRY — one of Europe's leading engineering and consulting firms — I serve as AI Research Scientist and lead AI advocacy initiatives, driving the development of production-grade AI capabilities and governance frameworks across industrial and enterprise environments.
Previously, I contributed to large-scale AI infrastructure at Bank of America's Chief Data Scientist Organization (GTO), working on distributed machine learning platforms, enterprise risk modeling, and adaptive AI architectures.
My approach is guided by Karmev Jayate — the belief that consistent, meaningful work creates lasting impact. I bridge advanced AI capabilities with operational deployment, ensuring technology delivers measurable outcomes.
Co-inventor of a hierarchical, distributed machine learning system that propagates security model updates across devices, clusters, and global servers using threshold-based intelligence for real-time threat detection — developed during tenure at Bank of America GTO.
I believe the best way to advance AI is to build in the open. These projects are my contribution — practical tools and frameworks born from real production experience, shared freely so others can learn, adapt, and ship faster.
Articles, research, code, and insights — across every platform.
Whether you're looking for a keynote speaker for your next conference, navigating an enterprise AI transformation, or want to explore a strategic collaboration — I'd love to hear from you. I respond to every message personally.