Christophe Wacheux

Scientific Software Engineer – Simulation Systems

Salaire / Taux journalier

93400 Saint-Ouen-sur-Seine, France

Mobilité : Paris

Freelance, ouvert au CDI

Peut venir sur site

Expertises

PythonGitTensorFlowGoogle Cloud PlatformKerasMATLABPostgreSQLSQLiteGitLabSoftware CraftsmanshipDéveloppement BackendMicroservicesSassNumPypandasDevOpsTest & QAData Vizualizationscikit-learnRequêtes SQLData ScienceC++RDockerRédaction d'articlesLinuxGitHubWordPressNotionAirtableData AnalysisMachine Learning

Langues

AnglaisFrançaisAllemandEspagnol

À propos

Introduction

Scientific software engineer & applied mathematician, 10+ years designing complex simulation systems for environmental systems. Co-founder & CTO of Overflood, a real-time flood forecasting platform combining numerical modeling, large-scale data and HPC code. I turn mathematical models into robust, production-ready software: simulation engines, data pipelines and scientific platforms under reliability & performance constraints. Core stack: Python (NumPy, TensorFlow/JAX, Pandas), SQL, HPC workflow

Liens

Expérience de travail

Co-Founder, Chief Scientific Officer

Overflood

janv. 2023 - Présent

3 ans 10 mois

Lille, France

• Led scientific & technical design of a real-time flood forecasting platform, from numerical modeling to production-ready implementation. • Defined system architecture (data I/O, numerical kernels, GPU acceleration, outputs) under strong reliability, performance and reproducibility constraints. • Developed and integrated a GPU-accelerated simulation engine based on shallow-water models within an automated cloud execution pipeline. • Coordinated development efforts and ensured consistency between physical assumptions, software architecture and operational use cases. • Worked with end users - local authorities, (re)insurers - to translate domain needs into robust system requirements.

Doctor-Researcher in mathematics, physics, and ecological engineering

Strane Innovation

oct. 2020 - janv. 2023

2 ans 4 mois

Gif-sur-Yvette, France

• Analysed legacy academic C++ flood models, identified limitations and redesigned a more flexible, high-performance Python simulation core. • Explored CPU and GPU acceleration strategies using NumPy and TensorFlow/XLA. • Contributed to European R&D projects on environmental modelling and climate resilience, delivering production-oriented technical documentation for project consortia.

Data Scientist

Parkopoly

mars 2019 - juil. 2019

5 mois

Paris Area, France

I am involved in a short-term project to develop the algorithms necessary to the automation and scalability of mission attribution for this fast-growing enterprise.

Research Fellow

IBS - Center for Geometry and Physics

sept. 2017 - oct. 2018

1 an 2 mois

Pohang, Gyeongsang du Nord, Corée du Sud

Since September of 2017, I have joined the team of Pr. Oh, to explore the existing relationships between integrable systems and mirror symmetry.

Mathematician

The University of Manchester

janv. 2016 - janv. 2017

1 an 1 mois

Manchester, Royaume-Uni

From January 2016 to January 2017 I have continued my research at the University of Manchester. I have started a joint project with Dr. Hendrik Suess from University of Manchester, concerning the link between semi-toric systems and equivariant toric degenerations on Fano varieties. At Manchester University, I have taught classes at undergraduate level in algebra and analysis, as well as lab sessions in Matlab.

Scientific Collaborator (post-doc)

EPFL (École polytechnique fédérale de Lausanne)

sept. 2013 - août 2015

2 ans

Lausanne Area, Switzerland

During this post-doc position with Pr. Tudor Ratiu, I continued to carry out my research program while publishing the results acquired during my Ph.D. In particular I have expanded my areas of expertise to Poisson geometry, and I began to explore the links between my subjects and other subjects, in particular the Strominger-Yau-Zaslow approach of Mirror Symmetry. I have been supervising exercise sessions in Advance analysis at undergraduate level during both years.


Formation

Mines Paris - PSL

MS Ingénierie et Gestion de l’Environnement

2019 - 2020

2 ans

Université de Rennes I

Master

2005 - 2013

9 ans

École normale supérieure de Rennes

Magistère

2005 - 2009

5 ans

Portfolio

Overflood

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