Serge-Henri CACHIA

Senior Python Developer | Data Science

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

PythonData ScienceFlaskETLXL ReleaseScrapingKerasC++

À propos

Introduction

Python developer & data scientist with PhD in Physics and 7+ years transforming complex data into actionable solutions. Expertise spans biomedical simulations, predictive maintenance industrialization, and API development for major clients like AXA. Specialized in computational modeling, machine learning pipelines, and delivering robust Python solutions that bridge scientific rigor with business impact.

Liens

Expérience de travail

Researcher - Biomedical Computational Fluid Dynamics

Simu-h-lab

août 2022 - Présent

4 ans 3 mois

Saint-Pierre 97410, La Réunion

– Simulations du flux sanguin au niveau des valves aortiques avec interaction fluide/structure (CFD, FEA, IMGA). – Numerical simulations of blood flow near aortic valves (CFM/FEA, IMGA, fluid structure interaction). – Python, Rhino3D. – Dossier et rescrit CIR + discussion expertise

Développeur Python

AXA en France

sept. 2020 - août 2022

2 ans

92000 Nanterre, France

– Aider les actuaires à mettre en place un outil de calcul de métriques (Python) à partir d'un outil existant sur Excel et de nouvelles règles métier répondant aux normes internationales.

Consultant Pipeline

Crédit Agricole Technologies et Services

nov. 2019 - mars 2020

5 mois

Montpellier, France

– Accompagner des équipes dans la mise en place de pipeline de déploiement jusqu'à la mise en production avec XL release.

Développeur Python

AUSY

janv. 2018 - févr. 2019

1 an 2 mois

Nice, France

– Industrialiser des pocs de maintenance predictive. Développer des APIs Flask, ETL. Dashboarding KPIs calculés a partir de données d'un outil de ticketing (Service Now). – Industrialise data science POCs. Develop Flask APIs. ETL. Dashboarding KPIs calculated thanks to data from a ticketing tool (Service Now).

Développeur Python

Cartapapa

juil. 2017 - déc. 2017

6 mois

Montpellier, France

– Développer un poc sur une méthode innovante d'inventaire de jeu de cartes à collectionner basée sur la reconnaissance d'image. – The aim of this mission was to research and develop an innovative inventory methodology for a trading card game based on image recognition. – Web scrapping [Beautiful Soup], logistic regression, CNN (keras) at [py]tesseract (ocr).

Operation Coordinator

Independent

févr. 2016 - nov. 2016

10 mois

Chengdu, Sichuan, Chine

– The aim of this work was to coordinate a team of volunteer entrepreneurs in Chengdu, China, to organize a networking between Western and Chinese companies in the city. – I also had the opportunity in this period to provide help to these entrepreneurs to optimize the processes in their business (especially high quality fast food business).

PHD Fellow

University of Surrey

sept. 2011 - sept. 2015

4 ans 1 mois

Guildford, Royaume-Uni

– Thesis title: Molecular dynamics simulations of water transport properties and magnetic resonance relaxation in cement nanopores. – Water transport properties in cement are important for the cement industry. At the nanoscale, a nondestructive experimental method, 1H nuclear magnetic resonance [NMR] relaxometry, can be used to quantify these properties. However previous results have proven difficult to reconcile with the understanding of cement. The purpose of this work was to use molecular dynamics [MD] simulations to better understand water dynamic properties in cement and hence to better interpret some of the NMR data. – This work was part of the TRANSCEND european project composed of 15 PhD students around Europe and financed by Marie Skłodowska-Curie Actions. – Technologies used: FORTRAN, C++, DL_POLY (MD) software

Research Development Engineer

AREVA

mars 2010 - août 2010

6 mois

73400 Ugine, France

– This internship purpose was to understand in a better way how a carbochloration reactor worked and which input parameters could be changed in order to optimize the reaction. This was performed thanks to numerical simulations and the analysis of the output data.


Formation

University of Surrey

Doctor of Philosophy - PhD, Physics

2011 - 2015

4 ans 1 mois

Université Paris-Sorbonne

MAE (Master Administration des Entreprises) ~ MBA, Administration des Entreprises

2010 - 2011

1 an 1 mois

Université de Montpellier

Master de Physique Informatique (M2), Computational Physics, Physique

2008 - 2010

2 ans 1 mois

Portfolio

projet rag Zola/Balzac

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