Reda Ibenyahia Email & Phone Number

Caen, Normandy, France

Caen, Normandy, France

- Exploration and preparation of vessels trip data (Positions, port names...etc.) using Isolation Forests to detect outliers. - Extraction of maritime routes between ports using historical vessel data. (Python, Dipy, Quick Bundles Algorithm.) - Developing a module that finds the best route from a specific location to a port, and predicts the time of arrival or returns the real remaining distance. (Python, KNN) - Exposing the functionalities to the web via Rest API. (Python, Fast Api)- Developing a web portal to visualize maritime routes, track vessels of interest and monitor information flux. (Angular, MySQL, Spring Boot)- Packaging and maintaining the module's code base. (Python, Poetry)

Préfecture De Rabat, Morocco

Internet Of things Missions:- Conception of a prototype using Arduino and OBD 2 interface to collect data from the car's sensors. (Fuel consumption, mileage, error codes and gps location)- Implementing a dashboard to visualize the collected data.Data Science Missions:- Study of the state-of-the-art research in vehicle collision prediction using driver's behavior analysis.- Proposals of different use cases for the collected data.- Establishing the data collection pipeline of the project.

Master'S Degree, Cognitive Sciences And Artificial Intelligence

Engineer'S Degree, Networks And Telecommunications