Christophe B

Engineer

Salaire / Taux journalier

Neuilly-sur-Seine, France

Freelance

Expertises

Deep LearningMachine Learning

Langues

AnglaisFrançaisEspagnol

À propos

Liens

Expérience de travail

Lead ML/MLOps/LLM Engineer - Data Science Expert

AXA Group Operations

mars 2024 - Présent

2 ans 8 mois

Paris, France

Drive AXA's AI strategy across multiple entities by creating production ready ML/LLM components. Part of AI Center of Excellence focusing on ML/LLM practices Create of an AXA ML/LLM Engineering School available globally Specific focus on MLOps and LLMOps practical SOTA applications to deliver business value fast

Lead DATA Science & Machine Learning

Fortuneo

janv. 2022 - mars 2024

2 ans 3 mois

Paris, France

Data Science & Machine Learning team Lead. The team is responsible for developping AI products deployed in the AWS cloud. We build internal models with an MLOPS mindset. We tackle different requests using advanced technologies (Hugging Face for NLP) as well as AWS Sagemaker services (real time inference). The creation and developpement of our datalake is a key priority to bring value to our data. My goal is also to spread a data-driven culture in the company.

Chief Technology Officer

Smartcoach

juin 2020 - janv. 2022

1 an 8 mois

Paris, France

We are reinventing the way football clubs consume data and democratizing access to football analytics.

Lead Machine Learning Engineer

Brain Analytics

janv. 2019 - janv. 2022

3 ans 1 mois

Paris, France

Developing trading algorithms (real time) on football bets. I Work in AWS environment building my own Deep/Machine Learning models. We also offer model-based recommendations to football clubs (Computer Vision).

Head of Research & Development

Nexialog Consulting

août 2018 - août 2019

1 an 1 mois

Paris, France

Quant

Credit Suisse

juil. 2015 - août 2018

3 ans 2 mois

Londres, Royaume-Uni

Implementation in C# of time-series/linear regression, index construction PCA, data analysis and supervised learning in R and python applied to market data Research, design, test and implementation of Credit and CVA VaR methodology Enhance the CreditRisk+II model (rating migration and credit portfolio modelling) Creation of a new model after research for regulators and senior management Assumptions testing and Backtesting for Credit and CVA VaR models Training of the junior quant team (USA, India, Poland)

Deutsche Bank

janv. 2012 - juil. 2015

3 ans 7 mois

Londres, Royaume-Uni

Quant - AVP

août 2013 - juil. 2015

2 ans

Londres, Royaume-Uni

Credit Value Adjustment (CVA) methodology implementation (Basel 3) Pricing and counterparty risk : EPE, Margin Model, vanilla and exotic derivatives exposures modelling EPE and CVA optimisation for the trading desk and Senior management

Quant Market Risk Manager

janv. 2012 - août 2013

1 an 8 mois

Berlin Area, Germany

At the Quant Institute: Stress-test implementation and analysis for different asset class : rates, credit, correlation Pricing models via the internal pricing tool (Swaps, Options… Exotics and Vanillas), Credit, CDO and LSS I use and apply stochastic model for derivatives pricing and the C language.

Investment Risk management

UBS Global Asset Management

avr. 2011 - déc. 2011

9 mois

Luxembourg

• Implementation of the new investment risk application which is being rolled out worldwide • Design and implementation of additional relative market risk indicators and stress test scenarios • Liquidity risk analysis : liquidity score creation based on qualitative and quantitative analysis • Risk implementation, development and back-testing for UCITS-IV • Monthly and day-to-day monitoring of risk rapports: Value-at-Risk, Stress-tests, statistics tools… • Analysis of different results, portfolio simulation (coordination with the Front-Office)

Home mathematics teacher : High school level

Home teacher

sept. 2008 - mars 2011

2 ans 7 mois

High school level

Humanitarian work

Millennium Elephant Foundation (SRI LANKA)

août 2010 - août 2010

1 mois

Humanitarian work for MEF association near the local population (English lessons, gardening…)


Formation

Université Paris Dauphine - PSL

Msc FINANCIAL AND STATISTICAL ENGINEERING (280)

2010 - 2011

2 ans

EPF Engineering School

Project and Business Engineering

2006 - 2011

6 ans

Lycée saint-dominique

Baccalauréat

2000 - 2006

7 ans

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