Freelancer profile translated to English.
Back to original languageAbout Mohamed
Freelance Data Scientist focused on delivery: I design end-to-end data/AI solutions, from business scoping to production deployment.
I am particularly comfortable in "company/industry" contexts where the goal is to make data reliable, automate processes, and deliver useful, maintainable, and exploitable models.
What I do most often:
- Scoping & Audit: objectives, KPIs, feasibility, action plan
- Machine Learning: training, validation, explainability, deployment (scikit-learn / Pytorch/Tensorflow as needed)
- Pipelines & Platform: ingestion/ETL, orchestration, quality, monitoring (Spark, Airflow, Docker)
Industrialization: packaging, basic CI/CD, performance/cost monitoring, documentation
Stack: Python, SQL, Spark, Airflow, Docker, scikit-learn, Pytorch, tensorflow (depending on project).
Method: short deliverables, rapid iterations, clear communication (technical + non-technical).
If you want to secure a data project (pipeline + model + production deployment) with a single point of contact, I can undertake short-term missions (audit) or longer ones (build/run).
French
Native or bilingual
English
Fluent
Can work on-site
Lyon (up to 50km)
Experience
- JTEKT Europe,Data scientistAUTOMOBILEMay 2023 - Today (3 years and 3 months)Lyon, FranceFirst data scientist within the European technical center, tasked with identifying, scoping, and developing the first business-value data/AI use cases in an industrial environment still under-structured in these areas.
- Design and industrialization of an image classification solution for quality control automation, eliminating a repetitive task and generating a gain of approximately one FTE.
- Development of an object detection solution for industrial use, reducing the time spent on the concerned operation by approximately 70%.
- Project management for the design of a data platform in POC mode: facilitating governance, coordinating strategic/business/technical groups, prioritizing uses, and defining a target architecture with IT.
- Awareness and training of non-technical employees on the fundamentals and practical applications of artificial intelligence.
- Ynov Campus,LecturerDecember 2022 - January 2023 (1 month)Lyon, France
- Took charge of an emergency replacement, quickly designing teaching materials to ensure the continuity of a course on Reinforcement Learning (RL).
- Responsible for lectures, tutorials, and practical work.
- Coaching students on their final year projects.
- TED CONSULTINGData scientistDIGITAL AND ITMarch 2021 - October 2022 (1 year and 7 months)Lyon, FranceConsulting on the integration and development of artificial intelligence modules within RPA processes.Development of AI solutions:
- Chatbot using the Rasa framework to facilitate the use of Aliz.io's virtual assistants.
- Information extraction from unstructured documents using NLP (invoices, expense reports).
- Scoring algorithm to evaluate the reliability of a supplier database, development of an API with Flask.
Responsible for preparing research tax credit / innovation tax credit applications.
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Education
- Engineer in Applied Mathematics and ModelingPolytech Lyon Claude Bernard Lyon 1 University2021• Troisième année : Erasmus à l’université de Budapest (ELTE) où les notions de machine learning et deep learning ont été étudiés plus en détail. • Cours étudiés : Séries temporelles, méthodes de régression, statistiques inférentielles, optimisation continue, analyse de données.