Teaching
University teaching, OpenClassrooms mentoring and project supervision in data science, AI and SQL.
Mentoring
Mentor
OpenClassrooms — Jan 2025 – Present
I mentor students in the Data Scientist – Machine Learning program in their degree-level training (Bac+5), guiding them on their practical projects and educational progress.
- Mentoring students in data science, machine learning, and deep learning.
- Supervising concrete projects in the program: statistical analyses, predictive modeling, ML model deployment, MLOps, Computer Vision, NLP, RAG systems, LLMs.
- Methodological support to translate business needs into data problems, algorithm selection, and production deployment.
- Developing students' soft skills: results communication, project management, critical thinking, and autonomy.
- Contributing to student success and professionalization, preparing them for Data Scientist / Machine Learning Engineer industry standards.
Teaching Experience
SQL Instructor (Part-Time)
IUT Networking and Telecommunications, Aix Marseille University — Oct 2024 – Present
- Design and lead hands-on practical sessions in SQL for undergraduate students in Networking and Telecommunications.
- Guide students in relational schema design, complex query writing, and database normalization.
- Support project-based learning aligned with industry standards.
Temporary Lecturer and Researcher · 192 teaching hours per year
Faculty of Sciences, Aix Marseille University — Sept 2022 – Aug 2023
- Operation of Computers – L1 Science Prep: Tutorials and practical labs
- Programming – Bachelor in Mathematics & Computer Science: Practical sessions
- Software Engineering – Bachelor in Computer Science: Practical sessions
- Embedded Systems – Master TSI: Tutorials and lab work
- Signal Acquisition & Processing – Master EEEA: Practical sessions
- Digital Measurement Processing – Bachelor SPI: Practical labs
Teaching Assistant (64h/year)
IUT Networking and Telecommunications, Aix Marseille University — Oct 2019 – Aug 2022
- Transmission Mathematics – Tutorials and lab sessions
- Professional Communication – MS Word (report writing) & PowerPoint (presentations)
- Databases (SQL) – Practical labs and student project supervision
A role to fill. A problem to solve. A team to develop.
Tell me about your context, objectives and key constraints.
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