Über 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.
Englisch
Muttersprachlich oder zweisprachig
Arabisch
Muttersprachlich oder zweisprachig
Deutsch
Konversationssicher
Französisch
Muttersprachlich oder zweisprachig
Vor Ort möglich
Lausanne (bis zu 50 km)
Projekt- und Berufserfahrung
- Planny SASoftware Developer and Optimisation expertMEDIZINApril 2021 - Dezember 2024 (3 Jahre und 8 Monate)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 AnsweringMärz 2019 - September 2019 (6 Monate)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 ImagingMEDIZINMärz 2018 - Dezember 2018 (9 Monate)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.
Empfehlungen
Sei die erste Person, die Firas empfiehlt
Teile Deine Erfahrung aus der Zusammenarbeit mit diesem Freelancer.
Diese Freelancer passen auch zu Ihren Kriterien
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Ausbildung und Abschlüsse
- Master in Data ScienceSwiss Federal Institute of Technology - EPFL2020Master in Data Science
- Bachelor in Communication SystemsSwiss Federal Institute of Technology2016Bachelor in Communication Systems