I'm Abderrahim — a hands-on ML/AI engineer who builds end‑to‑end systems that turn raw signals and messy datasets into useful, reliable results. I move comfortably between notebooks, robotics controllers, and data pipelines, and I care about clarity, reproducibility, and practical impact.

• Builder at the intersection of machine learning, robotics, and data systems.
• I enjoy turning raw signals and messy datasets into working ML pipelines.
• Tinkerer at heart: from Arduino robots to Processing visualizations to production notebooks.

What I’m focusing on in 2025

• Un/Self-Supervised anomaly detection and representation learning
• ML for physical systems and fluid dynamics
• Practical, reproducible research with clean notebooks and docs

Favorite language:

Go‑to ML stack:

Robotics + prototyping:

• Robotics: autonomous line-followers and manipulators (Arduino + Python)
• Visual computing: Rubik’s Cube solver in Processing
• Data science: Hackathon notebooks and reproducible pipelines
• Web: Personal site at skarwech.github.io

• PhD in Fluid Mechanics — Aix-Marseille University, LMA & FLUIIDD (2025– )
  • Topic: Optimizing electric pump energy consumption using AI and Electrical Impedance Tomography.
  • Advisors: Cédric Bellis, Mathieu Darnajou, Guillaume Ricciardi.
• M2 in Mobile Autonomous Systems — Université Paris-Saclay (2023–2024), France
• Engineering + M2 in Automation — École Nationale Polytechnique (2020–2023), Algiers
• CPGE Science & Technology — École Nationale Polytechnique (2018–2020), Algiers

• PhD Researcher (region PACA funded) — Aix-Marseille University, LMA & FLUIIDD (2025– )
  • AI + EIT for optimizing electric pump power consumption.
• Research Intern (AI) — Adservio Group, Puteaux, France (2024)
  • Built an autonomous-driving pipeline leveraging large language models in CARLA simulator. Supervisor: Hedi Tabia.
• Research Intern (Control Theory) — INRIA Paris‑Saclay & Process Control Lab, Algiers (2023)
  • Final‑year project: Estimation of arterial blood flow using modulating functions. Supervisors: Pr. Taous‑Meriem Laleg, Pr. Zehor Belkhatir, Dr. Messaoud Chakir.

• Algerian-Robot-Cup — robotics competition code: line‑follower + manipulator controllers (Arduino + Python).
• Rubik‑s‑Cube — Processing‑based Rubik’s Cube visualizer and solver.
• Auto_codes — MATLAB utilities and automation scripts.
• Personal Website — portfolio and experiments.

• IEEE Hackathon 2023 — notebooks and modeling (repo).
• UmojaHack 2023 — ML challenge notebooks (repo).
• AI Hack Tunisia 2022 — “Saghiri” project (repo).

• Coming soon — Publications and technical write‑ups in progress.

• Open an issue on this repo: New issue
• Or say hi on my website: skarwech.github.io