Yann Hoffmann

I managed a data analysis project in the medical and paramedical sector. In a few weeks, I coordinated the implementation of a full range of analytical methods (clustering, dimension reduction, classification, sequence analysis). At each stage, I established clear objective metrics to guide decisions and keep the team aligned with project priorities.

- Led the state-of-the-art review on modeling techniques and generative AI for financial data.

- Coordinated an empirical study evaluating the impact of different models and techniques on performance in fraud detection, AML, and credit scoring.

- Supervised the implementation of machine learning solutions and the optimization of inference times.

- Creation of NLP sentiment analysis models.

- Implementation of an efficient solution for extracting content from emails in CRMs.

- Topic modeling from textual data from social networks.

- Improvement of the production deployment infrastructure for Machine Learning models for the entire Machine Learning team.

- Creation of a market segmentation solution using marketing data.