Observability and Evals for Enterprise AI Systems

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.

Hey, I’m Aishwarya, a product builder obsessed with turning ideas into working products, with AI in the mix. Over the last decade across SaaS, I’ve shipped zero-to-one products, scaled product marketing motions, and worked across several domains.

 Beyond work:

→ I host The Founder’s Foyer, a podcast and builder collective where we deconstruct how raw ideas become real-world products

→ I mentor startup founders as a part of incubators and programs like Stanford Seed Spark

→ I tinker with AI + video workflows, expanding the boundaries of GenAI filmmaking and storytelling

→ And when I’m not building, you’ll find me sketching old cities, hosting heritage art walks, and running my tech-led e-commerce brand, Rue Des Arts.