Personalised AI coaching and Python tutoring

Who it's forBeginners, employees, freelancers and anyone who wants to get more value from AI tools.

• Understand what ChatGPT, Claude and comparable tools can and cannot do.
• Formulate precise requests that give usable answers.
• Verify, cross-check and refine what an AI produces.
• Work on real texts, documents and information.
• Build a method that fits your actual tasks.
• Understand the precautions for personal and professional data.

Example session: we work on a real task you pick, and extract a reusable method from it.

Prerequisites: no programming background required.

Who it's forFreelancers, entrepreneurs, students and anyone with a project idea.

• Define a realistic objective and scope.
• Choose an appropriate approach and toolset.
• Build, step by step, a site, prototype or automation.
• Understand what the AI produces at each step.
• Test, debug and improve the prototype.
• Identify the limits and the next steps.

Example session: we move a simple prototype forward together, with a clear understanding of every step.

Note: this is pedagogical coaching. No promise of a production-ready application in one session.

Who it's forStudents, programming beginners and anyone looking to level up their technical skills.

• Python essentials: syntax, data structures, good practices.
• Data preparation and exploration (pandas, visualisation).
• Introduction to machine learning: classification, regression, evaluation.
• Train and evaluate models on concrete datasets.
• Read, understand and debug existing code.
• One-to-one support on a personal or academic project.

Example session: we build a simple model on your data, end-to-end from preparation to evaluation.

Prerequisites depend on the chosen topic. For academic work, the goal is to explain and make you autonomous — not to do the work for you.