Freelancer profile translated to English.
Back to original languageAbout Vinh
Thanks to my 10 years of experience in machine learning, statistics, and programming, I can support you throughout the entire data science project process: from its conception and needs definition to the deployment of solutions. I am accustomed to working in a multidisciplinary environment to understand project data and extract business value and insights.
Examples of achievements:
- Detection of problems in water meters or drinking water plants (predictive maintenance, R, Google Cloud)
- Prediction of electricity consumption in plants and estimation of prediction uncertainty (Python, Google Cloud)
- Development of automatic error detection models in the datalake (Python)
- Statistical modeling of filtration membrane KPIs (Python/R)
- Development of data acquisition and processing pipelines in medical research (Python/Bash)
Keywords: Quantitative analysis, statistical modeling, machine learning, predictive analysis, analytical reasoning, programming
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The rate displayed on my profile is indicative and negotiable
French
Native or bilingual
English
Fluent
Can work on-site
Fresnes (up to 50km), Paris (up to km), Antony (up to 10km), Vélizy-Villacoublay (up to km), Évry (up to km)
Experience
- Sanofi Aventis Groupe / Sanofi PasteurData Scientist/StatisticianPHARMACEUTICALS INDUSTRYJanuary 2020 - Today (6 years and 5 months)Chilly-Mazarin, FranceIn the Biomarker Statistics team, I conduct statistical or predictive analyses from clinical data (estimating treatment effect, identifying subgroups likely to respond better to treatment).I also contribute to developing machine learning and statistical modeling skills.
- Omnicom Media GroupData ScientistPRESS AND MEDIANovember 2019 - December 2019 (2 months)Boulogne-Billancourt, FranceOmnicom notably supports its clients in defining marketing plans and recommending advertising channels to invest in to optimize their product sales. In this context, I joined their data science team to finalize the analysis of their client's marketing data and to recommend their future marketing plan.
- INSEEConsultant Data ScientistPUBLIC SECTOROctober 2019 - October 2019 (1 month)Montrouge, FranceOn behalf of Datavalue, I supervised a team of INSEE statisticians in their transition from SAS to R. I identified the team's needs and proposed a support plan for developing an R package and for following best practices for development and data analysis.
Reviews
Marine
SOFTFLUENT
Reviewed on 12/16/2019
Despite a relatively short intervention with our client, Vinh managed to integrate very quickly into the team and produce results. Vinh helped our client quickly identify avenues for exploration. His professionalism and adaptability were greatly appreciated!
Julien
TBWA G1
Reviewed on 12/17/2019
Recommendations
FU
FU
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Education
- PhD in Computer Science and Machine LearningPierre and Marie Curie University2010Titre de la thèse: Apprentissage des fonctions d'ordonnancement avec peu de données étiquetées. Thèse obtenue avec mention très honorable. Mes travaux de thèse se portaient sur la tâche d'ordonnancement dont l'objectif est d'apprendre à ordonner les objets entre eux. On peut retrouver cette tâche dans le cadre des moteurs de recherche, où il faut retourner une liste de sites à partir d'une requête. Dans ce cadre, j'ai travaillé sur l'exploitation des données non étiquetées pour améliorer l'apprentissage. Mots clés: Machine Learning, ordonnancement, semi-supervisé, méthodologie
- Master's degree in Computer Science and Intelligent Systems ResearchParis Dauphine University2005Spécialisation en data mining et machine learning
Certifications
- Machine LearningStanford2019
- Learning Data Science Using Agile MethodologyLinkedIn2019