Assistant Professor · ENIAD Berkane
Teaching AI and software engineering, supervising student projects, and developing practical learning experiences in vision and MLOps.
ABOUT / ALI EL HABCHI
A researcher’s curiosity.
An engineer’s instinct.
I work at the intersection of computer vision, applied machine learning, and software engineering. I care about both the idea and what happens when it meets real data, hardware, and users.
BASED IN MOROCCO
Research, practice,
and the classroom.
I am an Assistant Professor in AI and Software Engineering at ENIAD Berkane, Mohammed Premier University. I hold a PhD in Computer Science and AI from ENSA Oujda, completed in 2025.
My industry experience spans UAV computer vision at ATLAN Space and machine learning engineering at Onclusive and Onclusive Social. It includes model development, embedded inference, multilingual NLP, and deployment workflows.
In the classroom, I teach computer vision, DevOps/MLOps, and software modelling. My research interests remain rooted in perception and autonomous systems.
Download my CV ↓EXPERIENCE
A path across disciplines.
Senior Machine Learning Engineer · Onclusive
Multilingual NLP, model evaluation and migration, inference optimization, and AWS-based ML workflows.
Machine Learning Engineering · Onclusive Social
Logo detection and classification, data workflows, and reproducible model delivery. Formerly Digimind.
Senior R&D / Computer Vision Engineer · ATLAN Space
UAV perception, object detection, embedded deployment, depth cues, and target geolocation.
TOOLS & PRACTICE
A toolkit, shaped by the problem.
Perception & learning
Python · PyTorch · TensorFlow · OpenCV · NumPy · Hugging Face
Inference & delivery
TensorRT · ONNX · Jetson · AWS · Docker · Kubernetes · MLflow
Software & geometry
C++ · Java · FastAPI · Git · OpenGL · Camera geometry