I support you in your search for high-performance data exploitation, blending scientific rigor, technical expertise, and a tailored pedagogical approach.
Foundational Data Science & Machine Learning
A general service level for your needs in data exploration, value extraction, and production of high-performing predictive models. I will help you bridge the gap between your data and your experts, whatever your field of activity.
Exploratory data analysis (EDA) and visualization.
Data cleaning, preparation, and feature engineering.
Statistical modeling and Machine Learning (regression, classification, clustering...).
Reliability testing, optimization, and explanation of predictive models.
Support and prototyping on Google Cloud Platform (GCP) (BigQuery, Looker Studio, Vertex AI).
When you need to reinforce your data/AI teams on a technically demanding project, I am here to help. Driven by a passion for research, I continuously specialize in Artificial Intelligence and Applied Mathematics to be able to develop complex models based on mastered theoretical foundations. My experience as a teacher has brought me into contact with students and experts in the medical and financial fields, and I bring my support to these topics today with enthusiasm.
AI for the Medical Field: Analysis and Processing of images (MRI, etc.) or signals (ECG, EEG), diagnostic assistance, image segmentation (via generative models like VAEs, GANs, Transformers...).
AI for Finance: Time series modeling, quantitative risk analysis, prototyping fraud detection solutions.
Scientific Simulation & Modeling: AI methods (Deep Learning) or deterministic/Monte Carlo numerical methods.
Beyond analysis and research, I help you add value to your results. Together, we can identify the best ways to automate your processes and facilitate the sharing of information internally by developing custom interfaces tailored to your communication needs.
Creation of interactive dashboards for KPI tracking and data visualization.
Development of custom scripts (Python) for processing automation.
Building simple web interfaces (PHP, JavaScript, SQL) to present analysis results.
For several years, I have been supporting professionals and higher education students in data and AI. Whether for a solid understanding of the mathematical foundations or to learn the proper use of ML and AI models, I will assist your teams in their upskilling.
Acculturation sessions on Data Science for non-technical audiences.
Technical training on specific tools (Python for data, SQL...).
Practical Machine Learning workshops for developer or analyst teams.
Creation of custom course materials and personalized learning paths.
