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Hamza Farooq and Aishwarya Ashok
Hamza Farooq
Founder & CEO · Traversaal.ai Aishwarya Ashok
AI Product Builder · Startup Advisor
Forward Deployed Engineer course

The systems powering this project are exactly what we teach engineers to build.

The course is built around real, end-to-end AI systems: search, streaming, timestamped playback, and the infrastructure holding it together. Students finish with something they’ve designed, deployed, and can point to.

Learn from us → View the code on GitHub

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The Production Gap: Hamza's newsletter on building AI that ships. 16,000+ readers.