I’m a Lead Machine Learning Engineer from Casablanca. I build and deploy AI systems for real-world industrial problems, with work spanning computer vision, reinforcement learning, agentic applications, and production ML systems.

This blog is where I share ideas, observations, and interesting things I come across while working in AI, software, and engineering. Some posts are practical, some are reflective, and others are simply attempts to understand where technology is heading and how it connects to the real world.