Romain - Data Scientist | Data Engineer | Machine Learning Engineer

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