Model building, training, optimization, validation, deployment and performance testing. Supervised/semi-supervised/unsupervised machine learning and deep learning on structured and unstructured data Neural Nets : VGGNet, AlexNet, LeNet 5, YOLOv3, YOLACT, MobileNetV2, Mask R-CNN
Dashboard development: Develop dashboards to assist decision-making by encapsulating large volumes of data in intuitive graphical storyboards Data Visualization: Create visualizations that collate and display large amounts of information in simple and accessible formats
Face detection, Face recognition, OCR, object and people counting, object detection and identification and Medical Imaging. Motion detection, tracking, face and gesture Recognition
Develop using IaaS and PaaS on AWS, Azure and GCP. Make use of IoT/AI/ML and Cognitive capabilities to advance to new opportunities. Deploying to Cloud. ML as a service (MLaaS) : Amazon SageMaker, Google Cloud ML Engine.
Collects, analyses and draws insights from user data, so as to offer recommendations based on user patterns and behavior. Collaborative Filtering, Deep Learning & Neural Nets RS, Content Based Filtering, Knowledge Based Filtering, Hybrid RS & Personalized RS.
Designing, Building, Integrating, Scaling and Maintaining dynamic software solutions that work via intranet or internet. Websites, Web Applications, Mobile Applications, etc.
Cups of Coffee
Mr. Ayoub demonstrates professional dedication and the most remarkable intellectual commitment, and demonstrated a real capacity to work in a dynamic and constructive way within an R&D project, in the field of Data Science.
Ayoub's interpersonal skills as well as his ability to interact within a research team make him an ideal collaborator.
CEO Jet Group
Ayoub demonstrates real pragmatism both in terms of the detail of the analysis and that of the relative to the precision of the IT work carried out. And this, with a mindset resolutely oriented towards the result and based on the concern for the quality of the service delivered to the customer
Junior R&D Project Manager SoftCentre
He is a great data scientist, with a huge storage of knowledge in mathematics and computer programming, always curious about knowing new machine learning technology and research.
Data Scientist at Silicone Signal Technology & Researcher Ph.D Student at ESTM.
You may be a skillful, effective employer but if you don’t trust your personnel and the opposite, then the chances of improving and expanding the business