Christophe Bajan

Do you have data from experiments, simulations, or existing processes, but are unsure about the next trials or the best decisions to make?

I help companies and project teams leverage their data using data science and machine learning algorithms to analyze existing results and intelligently suggest the next actions to take.

As a freelance data scientist and machine learning expert, I address concrete problems such as data analysis, predictive modeling (regression, classification), and the use of optimization algorithms to propose new areas of exploration, parameters, or scenarios to test.

My added value lies in a pragmatic, decision-oriented approach: working with real-world data (often noisy or incomplete), using algorithms to guide choices rather than relying on intuition, and delivering understandable results that can be directly used by non-technical teams.

I typically work on projects such as:

- Analysis of experimental or operational data

- Predictive models to anticipate performance or behaviors

- Suggestion and optimization algorithms to define the next trials or parameters to explore

- Audit and improvement of existing data pipelines

- Methodological support to help teams structure a data-driven approach

Deliverables are tailored to the project context: reproducible Python notebooks or scripts, clear visualizations, written summaries, and concrete recommendations to guide future work.

I undertake both targeted missions and longer-term collaborations, working closely with technical or business teams.