Ranya El hadri

Key thesis project, in an industry-research partnership with industrialists and university laboratories. ◦ Working in collaboration with a second HR laboratory and an industrial partner providing data, business objectives and participating in validations. ◦ Co-construction of use cases with product teams; active participation in monitoring committees and interdisciplinary meetings. ◦ Contribution to the definition of the technical roadmap and methodological choices in an Agile context: 3-month cycles, with deliverables every quarter for 3 years. ◦ Delivery of quarterly technical deliverables: functional demonstrators, documentation, business presentations, and reusable code. ◦ Ongoing prototyping of AI modules (data processing, matching algorithms, clustering, etc.) in Python, with 3 main versions validated and deployed.

• Developed and delivered lectures, tutorials, and practical sessions for database, design, and object-oriented programming courses (~110 Hours). • Collaborated with students in the engineering cycle to enhance their understanding of behavior and dynamic modeling. • Contributed to the academic success of students at Polytech Annecy-Chambéry through engaging teaching methods.

Implementing online and offline statistical interfaces to represent the results of machine learning algorithms : • A "stand-alone" software allowing researchers and hospital practitioners to update the various data and metadata used in the ML project, as well as retrieving information from the database, using Python and PyQt. • A "web plugin" allowing the various stakeholders to have at the same time the same interface containing an interactive, statistical and synthetic view of the results after analysing the transcranial Doppler data, using Javascript and Jade template.

Deserialization of an EDI X12-856 file : • Creation of a class to read the EDI x12-856 using C#. • Generation of JSON file which will contain the result of the deserialization. • Display the content of the file in a readable form on a web interface using React and Web API.

Development of a web application for vehicle supervising in the port of TANGER MED : • Extraction of necessary OCR informations from an XML file. • Implementation of the result in a web interface using PHP.