About Vincent
French
Native or bilingual
English
Fluent
Spanish
Fluent
Experience
- MaltMachine Learning EngineerJanuary 2023 - Today (3 years and 5 months)Continuously enhanced client-to-freelancer matching.
- Designed a model that accelerated the retrieval process by 5x.
- Built a new ranking model that boosted conversion rates by 10%.
- Contributed to the development of a critical enterprise feature.
- Oversaw the performance of all production models.
- TotalEnergiesData ScientistJanuary 2020 - January 2023 (3 years)Paris, France
- Designed a machine learnings system to predict the sales of 2000+ gas stations and help them to optimize their supply chain
- Led a project on fraud detection on TotalEnergies payment cards (2 millions of records daily)
- Deployed an NLP model to analyze customer feedbacks and suggest answers
- Developed the monitoring part of a demand forecasting model (concept and data drift)
- Participated in an internal competition on neural style transfer (Comp. Vision, 4th/200)
- Direct EnergiePricing data analystJanuary 2017 - January 2020 (3 years)Paris, France
- Maintained pricing web applications based on ML models (direct impact on margins)
- Developed and monitored relational databases associated with these pricing applications
- Performed various ad-hoc analysis and dashboards to inform market decisions
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Education
- Master of ScienceImperial College London2016MSc Computer Science
- Bachelor's Degree, Statistics, Optimization, Computer ScienceEcole Centrale2015Bachelor's Degree, Statistics, Optimization, Computer Science