À propos de Firas
Data Scientist and Python developer with a strong foundation in mathematics, optimization, and software development. Experienced in
building data science and machine learning workflows using Python and its core ecosystem, including pandas, scikit-learn, and PyTorch. Skilled deep learning, and MILP, with hands-on experience in client-facing roles involving requirement gathering and technical consulting. Fluent in English and French, with multicultural experience and a passion for delivering impactful, reliable solutions.
Anglais
Bilingue ou natif
Arabe
Bilingue ou natif
Allemand
Capacité professionnelle limitée
Français
Bilingue ou natif
Accepte de travailler sur site
Lausanne (jusqu’à 50 km)
Expériences
- Planny SASoftware Developer and Optimisation expertSECTEUR MÉDICALavril 2021 - décembre 2024 (3 ans et 8 mois)Geneva, Switzerland• Implemented and maintained a constrained optimization software using Python and Gurobi, leveraging Mixed Integer Linear Programming (MILP) formulations to solve complex scheduling problems. The system featured a Flask-based web interface for ease of use and was containerized with Docker to ensure portability, scalability, and deployment flexibility.
- AXA Technology Services Advanced Engineering LabQuestion Answeringmars 2019 - septembre 2019 (6 mois)Lausanne, Switzerland• Designed and implemented a model and an interactive graphical interface for question-answering tasks on PDF documents. The solution utilized the pre-trained language model BERT, with TensorFlow to support model training and deployment. Jupyter Notebook was used for prototyping and experimentation, while the front-end interface was developed with ReactJS for seamless user interaction.
- Lausanne University Hospital Radiology LabScience in Medical ImagingSECTEUR MÉDICALmars 2018 - décembre 2018 (9 mois)Lausanne, Switzerland• Implement a software (PACSMAN) for the university hospital using python which can be used to query and retrieve medical images using DICOM toolkit. The software was deployed using Docker to be used on Linux and Windows machines.
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Formations
- Master in Data ScienceSwiss Federal Institute of Technology - EPFL2020Master in Data Science
- Bachelor in Communication SystemsSwiss Federal Institute of Technology2016Bachelor in Communication Systems