Chief Data and Analytics Officer

• Aug 2021 - Present

Building data & AI strategy & roadmap from the ground - Data use cases: data & AI use cases identification & priorization - Data governance & organization: set up the governance and target organization for the group, data council - Data management: rules & practices, data catalog - Data architecture: oversee the greenfield data architecture - Data skills & culture: seminar, hands-on events to scale up data skills Setting up a data factory Building data & AI strategy & roadmap from the ground - Data use cases: data & AI use cases identification & priorization - Data governance & organization: set up the governance and target organization for the group, data council - Data management: rules & practices, data catalog - Data architecture: oversee the greenfield data architecture - Data skills & culture: seminar, hands-on events to scale up data skills Setting up a data factory

Director of modelling and forecast department

• Nov 2020 - Jul 2021

Head of Ile-de-France strategic mobility model Revenue assessment for transport projects and call for competition BI development Models and tools: discrete choice models, routing algorithms, Python, R, Shiny, Cube Head of Ile-de-France strategic mobility model Revenue assessment for transport projects and call for competition BI development Models and tools: discrete choice models, routing algorithms, Python, R, Shiny, Cube

Director of Data science & Revenue analytics

• Sep 2016 - Nov 2020

Data strategy and roadmap lead at group level (19 countries) and head of the datalab@Transdev over four streams: - define and implement data use cases- data governance and management- data architecture (AWS S3, Athena, Power BI, Tableau, R/R Shiny, Python)- change and culture (data camps, data games...)Manage a team of experts : data scientists, senior analyst, lead dev, dev ops, data architectMain data products : churn prevention, customer segmentation, predictive maintenance, geo-analytics, RPA.ML/DL models: regression analytics, clustering, random forest, gradient boosting, CNN Show less

Director of Revenue Risk

• Oct 2015 - Sep 2016

- Advisor to the Excom - Lead the group revenue modeling & forecasting - Overseeing 20 to 30 projects per year

Traffic Studies Manager

• Oct 2014 - Sep 2015

- Responsible of managing traffic and revenue studies for the PPP development arm of the group - Main projects : A355 PPP bid in Strasbourg, Marseille Prado Carenage tunnel 's extension refinancing, Croatian highways privatisation project, Indiana toll road PPP project. - Responsible of managing traffic and revenue studies for the PPP development arm of the group - Main projects : A355 PPP bid in Strasbourg, Marseille Prado Carenage tunnel 's extension refinancing, Croatian highways privatisation project, Indiana toll road PPP project.

Head of econometric and transport modelling unit

• Nov 2012 - Oct 2014

- Head of the traffic and econometric studies- Management of 15 persons- Responsible of innovation projects

Transport project manager

• Apr 2010 - Sep 2014

- Senior transport planner and transport economist- My biggest projects : Damascus metro line 1 (Syria), Ukraine transport Masterplan, Aman BRT project (Jordania), RER A et RER B disruption analytics, Paris-Bordeaux high speed rail, Besançon tramway.

Senior transport planner

• Jan 2009 - Aug 2010

- Senior transport planner and modeller - Main projects : Singapore bus masterplan, Suzhou (China) long term metro masterplan - Senior transport planner and modeller - Main projects : Singapore bus masterplan, Suzhou (China) long term metro masterplan

Transport planner and modeller

• Apr 2006 - Dec 2008

Statistic project Manager

• Jul 2004 - Feb 2006

Consulting projects for clients in the sectors of Energy (Electrabel, Total) and industry (Peugeot). Topics : pollutant diffusion, electricity consumption profiling. Models I worked on : time series, regression analysis. Consulting projects for clients in the sectors of Energy (Electrabel, Total) and industry (Peugeot). Topics : pollutant diffusion, electricity consumption profiling. Models I worked on : time series, regression analysis.

Economic Advisor

• Jan 2002 - Jan 2004

- Analysis of macro economics and social economic indicators in Taiwan - Management of projects to help develop France-Taiwan trade - Analysis of macro economics and social economic indicators in Taiwan - Management of projects to help develop France-Taiwan trade