Experience

Quinten

• France
• IT Services and IT Consulting
• 1 - 100 Employee

• Manager - Lead data scientist

  • Jan 2020 - Present

  Technical environement: Python, SQL, spark, Neo4j, Mlflow, Prodigy, Tensorflow, Pytorch, AWS, Kubeflow Design and implementation of AI systems deployed in the healthcare field, steering of R&D activities and strategy, management, recruitment and training of data scientists, support and technical expertise for calls for tender. Some examples of our achievements: - Design, development and deployment of an engine to detect serious side effects associated with a drug in biomedical… Show more Technical environement: Python, SQL, spark, Neo4j, Mlflow, Prodigy, Tensorflow, Pytorch, AWS, Kubeflow Design and implementation of AI systems deployed in the healthcare field, steering of R&D activities and strategy, management, recruitment and training of data scientists, support and technical expertise for calls for tender. Some examples of our achievements: - Design, development and deployment of an engine to detect serious side effects associated with a drug in biomedical literature via deep learning. - Training of deep learning models for prediction and clustering of patient pathways (diagnosis, disease progression). - Development of specialized French language models in biomedical contexts (oncology, dosage, etc.). - Development of an application for monitoring press articles associated with French and Benelux companies (30M companies). - Training of customers and collaborators on AI in production Show less



Ekimetrics

• France
• Technology, Information and Media
• 300 - 400 Employee

• Senior consultant - Data scientist

  • Sep 2017 - Jan 2020

  Technical environment: Python, tableau, SQL, spark, dask, databricks, Neo4j, Mlflow Industries: Automotive, Insurance, Grande Consommation, financial services Projects: • Customer Analytics : Merchandizing and market basket analysis, CRM and customer loyalty programs, Event- and behavior-based targeting, Market and consumer segmentations. Churn and Customer Lifetime Value Scoring. Topic extraction and sentiment analysis on verbatim corpus. • Connected cars :… Show more Technical environment: Python, tableau, SQL, spark, dask, databricks, Neo4j, Mlflow Industries: Automotive, Insurance, Grande Consommation, financial services Projects: • Customer Analytics : Merchandizing and market basket analysis, CRM and customer loyalty programs, Event- and behavior-based targeting, Market and consumer segmentations. Churn and Customer Lifetime Value Scoring. Topic extraction and sentiment analysis on verbatim corpus. • Connected cars : Use-cases proposition. Driving habits prediction, predictive maintenance. • Mix Marketing Modeling: Investments optimisation among marketing levers (media, pricing, promotions, distribution). Show less



VINCI Energies

• France
• Information Technology & Services
• 700 & Above Employee

• Project Manager - Energy performance

  • Jan 2016 - Aug 2017

  Nanterre • Developpement of "data science" activities - Machine learning on GMAO data: predictive maintenance, outliers detection (Python, Logistic Regression, SVM, k-means, ARIMA) - Data analysis (Tableau) - Client needs diagnosis and identification • Energy saving market in public lighting (7 towns in the south of Paris) - Financial et administrative management (3,5 billions euros a year) - People operationnal management (3 to 5 technicians | engineers) - Coordination of 4… Show more • Developpement of "data science" activities - Machine learning on GMAO data: predictive maintenance, outliers detection (Python, Logistic Regression, SVM, k-means, ARIMA) - Data analysis (Tableau) - Client needs diagnosis and identification • Energy saving market in public lighting (7 towns in the south of Paris) - Financial et administrative management (3,5 billions euros a year) - People operationnal management (3 to 5 technicians | engineers) - Coordination of 4 business units | public societies. - Energy optimization of a 16 000-light-points network - Advise clients • Response to public tenders on smart city and|or public lighting projects: Show less



EDF

• France
• Real Estate
• 100 - 200 Employee

• R&D Project cooperation

  • Mar 2014 - Aug 2015

  Beijing, China | Chatou, France Research and innovation on nuclear plant condensor optimization through the use of superhydrophobic surfaces. (Condensation, heat transfer, energy, wetting, nanotechnologies, surface treatment). - Organized a cooperation between French company EDF R&D department and nanotechnologies laboratory in China (CNMM, Tsinghua University) through a two year master of Science. - Technical communication and project weekly meeting in chinese language. - Provided a new model describing… Show more Research and innovation on nuclear plant condensor optimization through the use of superhydrophobic surfaces. (Condensation, heat transfer, energy, wetting, nanotechnologies, surface treatment). - Organized a cooperation between French company EDF R&D department and nanotechnologies laboratory in China (CNMM, Tsinghua University) through a two year master of Science. - Technical communication and project weekly meeting in chinese language. - Provided a new model describing droplet condensation in a condensor of nuclear plant. Heat transfer enhancement analysis and experimental verifications. - Created a new model for a wetting academical problem, validated by experiments. - Designed and fabricated new nano and micro-structured surfaces. Applied chemical or physical surface treatment. Show less



Centrale Pekin

• Higher Education

• Chargé de Travaux Dirigés

  • Sep 2014 - Jun 2015

  Pékin, Chine Chargé de Travaux Dirigés en sciences physique (niveau CPGE 2° année|L2) pour des classes de 30 à 40 élèves.



ESPCI

• Netherlands
• Hospitals and Health Care

• Research Internship

  • Apr 2013 - Jul 2013

  Paris, France - Developped of a new technique of surface treatment. The aim is to developp paper-based microchips at low cost destinated to medical test and analysis. - Worked in clean room and used high precision tools (mask aligner, spin-coater, mechanical and interferometric profiler. (Hydrophobic and super-hydrophobic surfaces, flows in porous media)



Académie de Strasbourg

• France
• Primary and Secondary Education
• 100 - 200 Employee

• Teacher Assistant

  • Oct 2010 - Apr 2011

  Mulhouse, France Teaching french and sciences to groups of 5 to 20 pupils.