Freelancer profile translated to English.
Back to original languageAbout Vincent
I work on data projects in environments that go beyond the usual: public administrations, international organizations, impact projects.
My background covers data governance, training teams in data analysis (SQL, Python, R), deploying data platforms, and open data in often under-equipped contexts (tax administrations in West Africa, civic tech projects at the Digital Factory of the Social Ministries, support to the IMF on fiscal risk management).
I am comfortable with short, well-defined assignments, remote or occasional in-person.
I bridge technical challenges and non-technical stakeholders, in organizations where data is still under construction.
What I work on:
- data audit and structuring,
- implementing governance,
- training and upskilling teams,
- scoping and managing data projects,
- open data and data sharing strategy.
Available 2 days a week. Based in Europe, mobile.
French
Native or bilingual
English
Fluent
Italian
Fluent
German
Basic
Ukrainian
Basic
Remote only
Primarily works remotely
Experience
- NuméricitéData Project ManagerOctober 2022 - July 2025 (2 years and 9 months)Abidjan, Côte d'IvoireCôte d’Ivoire• Implementation of a data science platform (datalab) based on the open-source solution Onyxia• Assistance in getting started with the platform and the tools offered (Jupyter Notebook, Rstudio, Superset, Git, etc.)• Training local teams in SQL, R, and Python languages• Co-construction of risk analysis and fraud detection models by combining statistical approaches (Benford's Law) and supervised and unsupervised machine learning methods• Creation and animation of a regional developer community within partner administrations and enabling the design of common fraud detection models (Supervision: Expertise France)• Co-animation with ASIN (Agency for Information Systems and Digital of Benin) of a community of focal points from the 20 partner administrations.• Training on technical concepts (collection, processing, security and exchange standards, etc.), legal (decrees, sensitive data), and organizational (governance, change management) within the framework of opening up administrative data• Awareness-raising on innovation and data circulation issues between administrations and carrying out a first use case with the Beninese Agency for the Environment (Supervision: Expertise France - id=871884)
- International Monetary FundShort Term ExpertOctober 2023 - February 2024 (4 months)Strategic support in fiscal risk management and awareness-raising on the uses of data analysis to improve the identification and management of risks within tax and customs administrations.• Design of fiscal risk models and development of key performance indicators (KPIs) for monitoring and analyzing taxpayer behavior• Formulation of recommendations on analytical methodologies and tools to strengthen risk management capabilities• Support in establishing data governance frameworks to improve the quality, availability, and exploitation of data for decision-making
- NumeriCitéProduct ManagerFebruary 2020 - May 2021 (1 year and 3 months)Management of digital projects and assistance in the implementation of open-source organizational tools in the context of public administrations and the Ministries.• Co-design of user journeys, definition of success criteria and impact measurement• Definition, scoping, and monitoring of development sprints, formalization of technical and functional specifications for the different products (web apps and back-office interface)• Implementation and logistical monitoring of the distribution of educational "boxes" (pedagogical content and prevention tools)• Drafting of public procurement tenders for the national scaling of the project• Reporting to project partner administrations (ARS, DGS, Ministry of Health, DNUM, referents, etc.)
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Education
- Engineering Degree (Master) - Major: Business Intelligence - Sector: EnergyEfrei2017
Certifications
- Certified Expert, CA API Management Pre-Sales 2018CA Technologies2018