About Jérémie
I am interested in machine learning algorithm design. I have a PhD and I worked in several domains such as facial analysis, medical imaging, recommender systems and accounting data analysis. I won two international research challenges. I have two patents and I have a 12 years experience. I wrote 6 research papers quoted by more than 250 scientific papers. I am looking for freelance missions in data science. I specialized in LLMs and diffusion models.
English
Native or bilingual
French
Native or bilingual
Can work on-site
Boulogne-Billancourt (up to 10km), Paris (up to 10km)
Experience
- DJCSenior Data Scientist | FreelanceTECHNovember 2023 - Today (2 years and 7 months)Paris, FranceI am looking for freelance missions in data science.My first mission was to be able to analyze forum messages automatically and find useful insights for the management. (use of LLMs)
- HTDASenior Data ScientistTECHJanuary 2020 - September 2023 (3 years and 9 months)Neuilly-sur-Seine, FranceHTDA was building a software to accelerate the analysis that accountants do. I was in charge to implement the algorithms.- Implemented a cutting-edge technique for fast outlier detection in massive datasets- Utilized Deep Auto-encoding Gaussian Mixture Models (DAGMM)- Developed an efficient algorithm for identifying close entries within large datasets- Engineered a system to detect potentially forbidden transactions- Incorporated machine learning techniques to dynamically update and refine the criteria- Applied natural language processing (NLP) methods to interpret and analyze unstructured data- Designed a user-friendly dashboard that visualizes anomalies and outliers
- Entrepreneur FirstCohort MemberTECHSeptember 2019 - December 2019 (4 months)Paris, FranceI was recruited to be a part of a startup creation program at Station F (well-known incubator).
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Education
- PhDPierre and Marie Curie University2016My topic of research was facial analysis, more precisely emotion recognition. - Focused on emotion recognition through facial analysis, enhancing understanding of human expressions. - Implemented landmark detection to identify key facial features for accurate analysis. - Detected facial muscle activations, correlating them with specific emotions. - Extended an algorithm with multi-task capabilities, improving emotion recognition accuracy. - Won two international research competitions (2012 Audio-Visual Emotion Challenge and 2015 Facial Expression Recognition and Analysis challenge), demonstrating excellence in the field.
- Engineer's DegreeCentrale Lyon2012I have an engineering degree from Centrale Lyon (top 10 of engineering schools in France). I worked on a lot of different areas of science to be able to understand the basics of lots of different fields. I specialized during my last year in computer science.