Romain - Data Scientist | Data Engineer | Machine Learning Engineer

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Photo de Romain, Data Scientist | Data Engineer | Machine Learning Engineer
Compétences
DATA
AGILE
PYTHON
LINUX
SQL
DOCKER
Github
PYSPARK
Data science
JENKINS
Expériences professionnelles

  • Program Leader for Digital Artificial Intelligence Research Factory

    SanofiChilly-Mazarin, Île-de-France, France Portfolio, Strategy & Roadmap
    Jan 2021 - Jan 2022

    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 AnalyticsWorkbench in R&D

    Chilly-Mazarin, Île-de-France, France
    Jan 2019 - Jan 2021

    - 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

    Chilly-Mazarin, Île-de-France, France
    Jan 2016 - Jan 2021

    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

    Chilly-Mazarin, Île-de-France, France
    Jan 2014 - Jan 2016

    - 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

    Chilly-Mazarin, Île-de-France, France
    Jan 2011 - Jan 2014

    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

    Massy, Île-de-France, France
    Jan 2010 - Jan 2011

    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

    Vitry-sur-Seine, Île-de-France, France
    Jan 2008 - Jan 2011

    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

    Vitry-sur-Seine, Île-de-France, France
    Jan 2007 - Jan 2009

    - 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

    Vitry-sur-Seine, Île-de-France, France
    Jan 2003 - Jan 2006

    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

    Vitry-sur-Seine, Île-de-France, France
    Jan 2000 - Jan 2003

    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)

Autres compétences
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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