- Une bonne maîtrise des mathématiques et statistiques, ainsi qu'une connaissance mise - jour de la littérature en Deep Learning
- Le respect des bonnes pratiques du génie logiciel : style de code, tests, DevOps et méthodologie agile
- Un bon sens des affaires combiné avec une communication claire
- Adevinta FranceIngénieur Machine LearningE-COMMERCEFebruary 2022 - August 2022 (7 months)Paris, FranceFraud detection for classified ads at the parent company of “Leboncoin”Automatic classification and risk assessment of ads & messages using machine learning for several marketplaces.
- KeenEyeMachine Learning EngineerHEALTH & WELLNESSFebruary 2020 - August 2021 (1 year and 7 months)Paris, FranceAt KeenEye I build a product used by our internal consultants to create computer vision applications on microscopic images.We use deep learning techniques such as object-detection, segmentation and classification to automate digital pathology tasks.The main challenge is that these images are very large: several GB each.
- Takealot.comTeam Lead en Machine LeanringE-COMMERCEJanuary 2017 - June 2019 (2 years and 5 months)Le Cap, South Africa• Gestion d’une équipe de 4 ingénieurs chez le plus grand cybermarchand sud-africain• Implémentation d'un correcteur d'orthographe et d'un catégoriseur de produits basés sur des réseaux de neurones récurrents en TensorFlow• Construction d’un modèle de recommandations personnalisés en Spark, augmentant la conversion de 130% • Améliorations apportées à l'algorithme de recherche de produits, augmentant la conversion de 40%• Migration du système de recherche et de recommandations sur Kubernetes; puis dans Google-Cloud• Mise en place d'un processus favorisant l'innovation en ML, aboutissant à la mise en production de 13 projets
Pieter Rautenbach recommend Michel
Michel's done a superb job at Takealot: He had a direct bearing on categorically improving our search, recommender and event tracking systems. He's not afraid to tread outside of his domain to fix and improve things.
He saw the opportunity to apply for the team lead position as a member of the team when he realised the struggle during recruitment because of the unique combination of skills we were looking for. Not only did he master the role, but improved the team in several ways by ensuring the team delivered quality work, on time, presented well at sprint reviews, while also creating new opportunities with our incubation days.
Besides being smart and innovative, the trait I value most is his pragmatism. This strikes just the right balance between themodellingng aspect of ML and building high-performance ML systems for our platform. He understands ML in depth, it's applications, and is a solid software engineer. He can explain various and difficult concepts well.
But, leading by example, he also doesn't try to do everything himself and successfully managed several projects and his team to get the best out of them. Michel is a pleasant, thoughtful and kind person. Albeit a young team lead, he had the necessary charisma and ambition to learn (and a fast learner he is). He did a good job mentoring his team members, performing regular one-on-ones and handling their performance reviews. He had his team's back (when needed) and they had his. He communicates clearly and had good relationships with everyone outside of his team, in particular, the product managers.
I would work with Michel any day again.
- Licence en Sciences de l'IngénieurÉcole Polytechnique de Bruxelles2011Université Libre de Bruxelles Mineur en Physique Appliquée
- Licence en Sciences de GestionSolvay Business School2010Université Libre de Bruxelles
- Master en Sciences ÉconomiquesSolvay Business School2012Université Libre de Bruxelles Majeur: Marchés & Services financiers Mineur: Régulation & Économie Européenne PFE: “L’impact du tissu social sur l’adoption de l’argent mobile pour les personnes non-bancarisées - Une approche data-mining”
- Master en Ingénieur Informaticien, Intelligence ArtificielleÉcole Polytechnique de Bruxelles2013Université Libre de Bruxelles PFE: “Mesures d’intelligence collective” Erasmus d’un an à l’Université Polytechnique de Valence, Espagne