Romain - Data Scientist | Data Engineer | Machine Learning Engineer

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Compétences
Expériences professionnelles
  • Expérience

    Sanofi
    21 ans 7 mois
    Program Leader for Digital Artificial Intelligence Research Factory
    juin 2021 - avril 2022 (11 mois)
    Chilly-Mazarin, Île-de-France, France
    Portfolio, Strategy & Roadmap
    - Build roadmap by identifying opportunities, defining associated impact, readiness and effort Steering, Design & Build
    - Manage team of teams including 5 agile teams (i.e. PODs) and 2 specialized teams Run & Operations
    - Ensure end-to-end operations and maintenance through continuous integration/deployment for delivered product

    Service Line Leader for Integrated Analytics Workbench in R&D
    octobre 2019 - décembre 2021 (2 ans 3 mois)
    Chilly-Mazarin, Île-de-France, France
    - Manage Data Engineers team
    - Developp and maintain Genetics data lake on Google Cloud Platform

    Business Partner for Integrated Planning and Operations Management in R&D
    juin 2016 - décembre 2021 (5 ans 7 mois)
    Chilly-Mazarin, Île-de-France, France
    - Translate the IT master plan into an operational plan for the domain, including financial, human and material aspects,
    - Liaise with all key business partners of the domain to manage the global lifecycle from idea to projects,
    - Identify new global service catalog opportunity and new services considering market, benchmark, state of innovation developing IT vision/mission, roadmaps and policies including security and quality,
    - Define and review KPIs, metrics and SLAs and oversee performance,
    - Identify project risks and define action plans to mitigate.

    Business Partner for Administration & Management in R&D
    octobre 2014 - juin 2016 (1 an 9 mois)
    Chilly-Mazarin, Île-de-France, France
    - Translate the IT master plan into an operational plan for the domain, including financial, human and material aspects,
    - Liaise with all key business partners of the domain to manage the global lifecycle from idea to projects,
    - Identify new global service catalog opportunity and new services considering market, benchmark, state of innovation developing IT vision/mission, roadmaps and policies including security and quality,
    - Define and review KPIs, metrics and SLAs and oversee performance,
    - Identify project risks and define action plans to mitigate.

    Head of Solution Center for Enabling Finance & Portfolio Management in R&D
    juin 2011 - septembre 2014 (3 ans 4 mois)
    Chilly-Mazarin, Île-de-France, France
    - Manage and oversee the domain wide application portfolio, drive effective usage and deployment cooperating with dedicated teams in the IT organization related to the domain
    - Translate the IT master plan into an operational plan for the domain, including financial, human and material aspects,
    - Liaise with all key business partners of the domain to manage the global lifecycle from idea to projects and applications lifecycle,
    - Liaise with the IT Architect and Solution Expert for technical design and delivery of services, - Supervise the solution and service delivery over its entire lifecycle from concept to retirement and in every deployed zone,
    - Identify new global service catalog opportunity and new services considering market, benchmark, state of innovation developing IT vision/mission, roadmaps and policies including security and quality,
    - Lead service improvement process ensuring the continuous improvement of end-to-end service,
    - Define and review KPIs, metrics and SLAs and oversee performance,
    - Understand and manage vendor contracts (Technical, business and Legal aspects),
    - Identify project risks and define action plans to mitigate.

    Project Manager & Program Coordinator
    septembre 2010 - juillet 2011 (11 mois)
    Massy, Île-de-France, France
    Provide a long-term solution for Structure-Activity Relationships and
    Selectivity/Specificity analysis to allow rational decision-making based on fully
    harmonized and consolidated up-to-date sanofi-aventis patrimonies. Allow
    retrieval of data as entered by the scientist. Support teams at different sites to
    timely share data and work.
    - Define program organization and coordinate 3 main streams (data
    integration, data mining & reporting)
    - Manage international team in Europe and US

    Project Manager for R&D Data Warehouse
    juin 2008 - mars 2011 (2 ans 10 mois)
    Vitry-sur-Seine, Île-de-France, France
    Provide a long-term solution including feature for Structure-Activity
    Relationships and Selectivity/Specificity analysis to allow rational decisionmaking. Bring together information from disparate sources and put the
    information into a format that is suitable for making business decisions.
    Provide a platform integrating Discovery foundation systems and reference
    systems.
    - Manage international team in Europe
    - Manage technical & development team

    Team Manager & Project Manager
    janvier 2007 - décembre 2009 (3 ans)
    Vitry-sur-Seine, Île-de-France, France
    Team Manager
    - Manage 4 associates and 3 contractors
    - Renew contracts, select candidates and conduct interviews
    - Define with associates career path
    - Coordinate and implement appropriate level of support
    - Represents locally R&D IS function to business meetings and IS
    Management
    Project Manager for Precursor Data Warehouse
    - Manage international team in Europe
    - Implement automate for testing and increase data quality

    Project Manager
    janvier 2003 - décembre 2006 (4 ans)
    Vitry-sur-Seine, Île-de-France, France
    Project Manager for Chemical Registration Service & SAR Coding deployment
    - Thanks to deep functional business understanding together with efficient
    communication channels with the business propose to Chemistry Head of
    Solution Center and business innovative approach to smoothly implement
    globally new corporate coding system for Chemistry
    - Work with supplier and influence product roadmap to fit business needs
    - Manage supplier (Symyx formely MDL)
    - Participate to SAR Coding deployment program in providing good level of
    details and appropriate communications to down stream systems leaders

    Applications Specialist & Service Manager
    octobre 2000 - 2003 (3 ans)
    Vitry-sur-Seine, Île-de-France, France
    Global Application Specialist - Aventis Registration Process (ARP)
    - Manage supplier (Symyx formely MDL)
    - Manage international network of Applications Specialists (BW, TU, FR & FF)
    - Build and maintain product roadmap (3 main releases deployed) in close
    collaboration with business and supplier
    - Increase collaboration, transparency and performance in implementing
    MANTIS to track bugs and enhancements
    Service Manager - Third Part Maintenance in Paris Region with external
    partner
    - Implement the appropriate level of support for existing cluster's applications
    in Chemistry & Analytic domains
    - Manage associated budget
    - Define services incl. training and awareness
    - Define, monitor and analyze application indicators: % in adoption of deployed
    applications, availability and applications' performance
    - KPI to be aligned with the objectives to improve quality service and
    performance: time-to-delivery and on-time resolution



Études et formations
  • Principales compétences

    Science des données
    Data Engineer
    Program Management

    Languages
    Anglais

    Certifications
    PyMongo
    The Data Scientist’s Toolbox
    Introduction to Python for datascience
    Machine learning with PySpark
    FastApi

    Formation

    ********
    Data-Science & Data-Engineering · (mai 2022 - novembre 2022)

    Université Henri Poincaré, Nancy 1
    DESS, IT tools & methodologies applied to Chemistry, IT tools & methodologies applied to Chemistry · (1999 - 2000)

    Université Henri Poincaré (Nancy I)
    DEA, Organic Chemistry, Organic Chemistry · (1998 - 1999)

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