Freelancer profile translated to English.

Description

🚨 Do your engineers waste up to 30% of their time on unmaintainable scientific code.

I help R&D teams drastically reduce this cost through Python and MATLAB.

🎯 FOR WHOM?

• Training manager, HR, or manager of an R&D team in a tech or industrial company (energy, aerospace, nuclear, pharma)

• A training organization looking for an expert trainer in scientific Python and MATLAB

🔥 YOUR PROBLEM

• Your MATLAB scripts are old and have become critical but risky to modify

• Your Python notebooks lack maintainability

• Your scientific calculations are too long and not optimized

• Your engineers spend too much time debugging instead of innovating

• You want to migrate to Python but lack methodology

✅ MY SOLUTION

Training in:

• Scientific Python: NumPy, Pandas, SciPy, Matplotlib (replace Excel or MATLAB)

• MATLAB to Python migration: gradual modernization without complete rewriting

• Object-oriented Python: structuring robust, maintainable, and scalable code

📊 CLIENT RESULTS

• STYREL: 13 engineers trained → -40% calculation time, 3x more readable code

• ib Cegos: 28 learners → -30% bugs in production

• Monaco Scientific Center: modernization of legacy MATLAB code -> complete autonomy

• +500 learners trained -> 95% satisfaction

🎓 MY LEGITIMACY

• Trainer for renowned training organizations: IBM Academy, ib Cegos, STYREL, PLB

• Object-oriented Python Certification - API Society

• Master's degree in Modeling and Numerical Analysis - University of Montpellier

• C++ Developer in production (biopharma / AI)

⚙️ MY METHOD

• 50% theory, 50% practice on your real cases

• In-company training (direct budget) or OPCO

• Formats: in-person or remote

🏢SECTORS OF INTERVENTION

Energy | Nuclear | Pharmaceutical | Aerospace | Scientific Research

📞CONTACT

clearcode.fr/contact

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Can work on-site

Montpellier (up to 50km), Lyon (up to 50km), Toulouse (up to 50km), Marseille (up to 50km), Paris (up to 50km)

STYREL
Scientific MATLAB & Python Computing Trainer
EDUCATION AND E-LEARNING
April 2024 - Today (2 years and 2 months)
France
🎯 CONTEXT

Support for industrial R&D teams (Energy, Pharma, Aerospace) to replace unmaintainable Excel/MATLAB workflows with robust and industrializable Python/MATLAB solutions.

⚙️ ACTIONS

MATLAB Fundamentals Training (linear algebra, numerical processing, best practices)
Scientific Python Training (NumPy, Pandas, SciPy, visualization with Matplotlib)

Environments: VS Code, Jupyter Notebook, Marimo

📊 RESULTS

13 engineers trained (4 inter-company sessions) -> 100% autonomous on their business cases in 3 days
-40% calculation time thanks to MATLAB script optimization (client feedback)
3x more readable and maintainable code (legacy code modernization)

Key skills: Scientific Python, MATLAB, Automation, Software Engineering
Python Matlab Instructional Design Numpy Pandas
PLB
Scientific MATLAB & Python Computing Trainer
EDUCATION AND E-LEARNING
November 2025 - November 2025
France
🎯 CONTEXT

Training engineers and researchers in scientific computing to industrialize their MATLAB/Python practices.

⚙️ ACTIONS

Linear algebra and numerical processing applied to industrial cases
MATLAB programming (scripts, functions, matrices)
Best practices for scientific development (readability, modularity)

📊 RESULTS

4 engineers trained -> Rapid skill development in scientific computing tools
Progressive approach with concrete industry cases -> 100% of learners operational in 3 days

Key skills: MATLAB, Scientific Computing, Numerical Modeling, Python, Instructional Design
Matlab Python Instructional Design scientific computing Design Patterns
ib Cegos
Object-Oriented Python Trainer
EDUCATION AND E-LEARNING
June 2025 - December 2025 (6 months)
France
🎯 CONTEXT

Training engineers from major industrial groups (e.g., Framatome) in OOP Python to structure their applications and improve code maintainability in an R&D environment.

⚙️ ACTIONS

Advanced algorithms (data structures, complexity)
OOP Python (system modeling, design patterns)
Unit testing (pytest) and code organization (modules, packages)

Environments: Python, Git, UML

📊 RESULTS

28 learners trained (3 in-company/inter-company sessions) -> Transition from ad-hoc scripts to modular applications
-30% bugs in production thanks to the adoption of unit tests
100% of participants able to design a software architecture after 5 days

Key skills: Python, OOP, Design Patterns, Unit Testing, Software Engineering
Python Object-Oriented Programming (OOP) Design Patterns Instructional Design Pytest

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Master's Degree, Modeling and Numerical Analysis
University of Montpellier
2020
Optimisation, Optimal Command problems (HJB methods), ODEs, PDEs, Numerical Analysis: HHO methods, inverse problems; Scientific programming on C++ (std11, STD library, macros, Object Oriented Programming, templates), gnuplot, Fortran, freefem, Fourier analysis.
Master's Degree, High-Performance Computing & Simulations
University of Perpignan Via Domitia
2018
Algorithms, Complexity, OOP concepts, Multi Threading Calculus, Tools: C, C++, Matlab, Python, Sage

Check out Ali's education

Developing in Object-Oriented Python
API Society
2024
https://www.linkedin.com/in/alizainoul/overlay/1718882363263/single-media-viewer/?profileId=ACoAACOtlewBPnvblR4R-rf8ws5fCc2hLGNUas0
Design Patterns Python Object-Oriented Programming (OOP)

Training Officer

Ali Zainoul

Scientific Python & MATLAB Trainer

About Ali

🚨 Do your engineers waste up to 30% of their time on unmaintainable scientific code.

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