About Me

Let me introduce myself

Profile

I'm an AI & Machine Learning engineering student at INPT, Rabat, driven by a passion for building intelligent systems and pushing the boundaries of data-driven technologies.

From developing Machine Learning models and Deep Learning architectures to designing modern LLM-based systems (RAG, embeddings, pipelines), I focus on creating scalable, efficient, and impactful AI solutions.

I enjoy working across the full pipeline — from data preprocessing and feature engineering to model training and deployment using tools like FastAPI and Streamlit.

My approach combines mathematical rigor, engineering discipline, and curiosity — always aiming to understand not just how systems work, but how to improve them.

My long-term goal is to contribute to cutting-edge AI ecosystems, building intelligent systems that are not only powerful, but also reliable, efficient, and well-engineered.

Whether it's training models, designing LLM pipelines, or solving complex data problems, I strive to create meaningful impact — one model, one system at a time.

My Core Values

How I Learn and Grow

I believe in the power of discipline, ambition, and justice. When things feel unfair, I respond not with resignation, but by pushing myself even harder.

My learning philosophy is based on taking initiative. I don’t wait for perfect conditions — I create them through projects, research, and experimentation.

Above all, I strive to make my work meaningful: not just technically impressive, but useful to people, respectful of ethical principles, and aligned with my values.

Beyond the Code

A Few Things You Might Not Know About Me

  • I discovered AI not in class, but by trying to understand how models make decisions — and I've been fascinated by Machine Learning ever since.
  • Football isn’t just a passion, it inspired me to create LearnBall: an educational platform where learning meets sport and engagement.
  • My favorite debugging soundtrack is classical music — Bach and breakpoints surprisingly go well together.
  • I once spent an entire night trying to optimize a model by a small margin — not because I had to, but because I wanted to understand every detail behind the improvement.
  • Switzerland is more than a destination for me. It's a symbol of everything I value: precision, reliability, and quiet excellence.