01Capability
Applied AI
Models and AI-integrated services
Intelligent systemsfor the real world.
From applied intelligence to dependable production software.
The cards form a summary of Hamza's work. Drag any card to rearrange the map, or use the reset button to restore it.
02Capability
Cloud systems
Scalable, resilient foundations
03Capability
DevOps
Delivery, automation, observability
04Engineered
Reliable software
One working system, end to end
05Outcome
Real-world impact
Built for problems that matter
A Little Context
Building with purpose.
I'm a Moroccan software engineer based in Munich, working where intelligent software meets dependable infrastructure.
I care about solving problems with staying power: products people can use, systems teams can trust, and technology grounded in a real need.
Selected projects
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Showing Mycellium
A principle I build by
The real work begins after the demo.
Good software earns trust over time. It should be clear to use, easy to evolve, and built around a genuine need.
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