Freelancer profile translated to English.
Back to original languageAbout Benoit
Data Architect & Scientist, with over 10 years of experience in deploying and scaling algorithms (recommendation, machine learning, search).
I enjoy understanding the business and technical context, identifying opportunities, and delivering projects with measurable results.
I enjoy working on the following missions:
- Development and deployment of AI algorithms (NLP, Vision, recommendation, matching, others.)
- Scaling a data platform (web services, pipelines, workflow, orchestration)
- CI/CD and monitoring of AI algorithms
- Definition of AI use cases in your business sector, based on the data available to you.
- Supporting your Data team, mentoring data engineers or data scientists
I am available for long-term missions, remotely or on-site in Lyon.
French
Native or bilingual
English
Fluent
Can work on-site
Lyon (up to 10km)
Experience
- 365TalentsHead of Data & ArchitectureHUMAN RESOURCESMarch 2019 - May 2022 (3 years and 3 months)Lyon, France
- Lead and mentor the data team (6 people: engineers, scientists, research).
- Scale NLP and AI algorithms in production to serve more clients with more users, by improving resource sharing.
- Complete refactoring of a Python monolith into scalable, multi-tenant services deployed on Kubernetes in the Azure cloud.
- Continuous integration and deployment of AI models in production.
- Implementation of AI algorithm evaluation methods, and production monitoring.
- Generalization of algorithms to support new languages.
- DeezerTech Lead Data ScienceENTERTAINMENT AND LEISUREJune 2012 - March 2017 (4 years and 9 months)Paris, France
- Architect of the Big Data platform (Hadoop, ElasticSearch, Pig, Hive, Spark, Java, Python)
- Structuring the data lake, implementing data ingestion and processing flows to create value for other services (Marketing, BI, Product).
- Recruitment, management of a data team of 10 people (data engineers, data architects, data scientists), skill development of collaborators, Agile methods (Scrum / Kanban).
- Implementation of KPIs and dashboards to manage activity (Tableau, Kibana).
- Development of personalized recommendation algorithms and the search engine, from data collection to production deployment.
- HolimetrixCTOPRESS AND MEDIAMarch 2017 - July 2017 (4 months)Lyon, FranceHolimetrix offers a platform for analyzing the impact of TV advertising on website traffic.
- Lead of the technical team of 10 engineers: Sysadmin, web developer, data scientists.
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Education
- Telecommunications EngineerTélécom Bretagne2002Enseignement en télécommunications, mathématiques, informatique.
Certifications
- Google Cloud Professional Data EngineerGoogle2018