Machine & Deep Learning Models

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 & Data Visualization

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

Image & Video Analytics

Face detection, Face recognition, OCR, object and people counting, object detection and identification and Medical Imaging. Motion detection, tracking, face and gesture Recognition

Cloud Engineering

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.

Recommendation Systems

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.

Mobile & Web Development

Designing, Building, Integrating, Scaling and Maintaining dynamic software solutions that work via intranet or internet. Websites, Web Applications, Mobile Applications, etc.

30

Projects Completed

6

Happy Clients

850

Cups of Coffee

8

Real Professionals

ElectroCardioGram(ECG) Image inference

Providing ElectroCardioGram- ECG interpretation using computer vision, to help reduce heart attack deaths
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Eyes πŸ‘€ Speaks ♀️ ♂️

Classification of Gender by Eyes Morphology
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Portfolio-Blog Website

A Fancy Data Scientist/Developer portfolio
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Face Mask Detection

highly Accurate Model with 99.80% Accuracy, could be implemented for security measurement during this pandemic
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Animal Recognize in an Image

A Highly Accurate model to recognize Animals in an Image
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Loan Approval Web Application

Loan Application Prediction through machine learning moldes : Logistic Regression, Random Forest, DecisionTree,
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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.

Jamal Benhamou

Manager SoftCentre

Ayoub's interpersonal skills as well as his ability to interact within a research team make him an ideal collaborator.

Karim Amor

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

Imane Bella

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.

Walid Bousseta

Data Scientist at Silicone Signal Technology & Researcher Ph.D Student at ESTM.

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