Responsible AI Practices for Enterprise AI

Hi, I’m Hamza. I’m a founder by day and a professor by night, working at the intersection of Agents and Product Design.

I started Traversaal.ai with a simple goal: to build scalable AI products for startups and enterprises that integrate smoothly into existing systems while staying flexible and cost efficient.

We’ve had the opportunity to work with Fortune 100 companies, and the lessons from those experiences are woven directly into this course.

This course brings together everything I’ve learned in practice, along with the material I teach across universities.

I still spend a lot of time writing code, you can check out my GitHub.

I also share my thoughts and learnings on how organizations should think about moving demos to production grade scale on, The Production Gap: Substack.

Meet Ashok Prakash, Staff ML Engineer at Apple, where he leads engineering initiatives focused on Responsible AI and safety infrastructure.

Previously, Ashok spent six years at Oracle Cloud as a Senior Principal Engineer, building large-scale GPU and Kubernetes platforms for AI workloads.

Beyond his engineering work:

→ Speaker at major AI and engineering conferences, including WeAreDevelopers and AI Risk Summit.

→ Author of Human Reimagined: Thriving in the Age of AI.

→ Researcher with published U.S. patent applications and publications in AI and NLP.

→ Advocate for building secure, trustworthy AI systems, with a focus on Zero Trust agents, governance, and human oversight.