About Samuel
English
Native or bilingual
French
Native or bilingual
Chinese
Basic
Experience
- Nova ConsultingDirector - Head of DataCONSULTING AND AUDITSSeptember 2019 - Today (6 years and 9 months)Paris, FranceNova Consulting is a strategy consulting firm specializing in ROI analysis and optimization in industries heavily influenced by emotions. We offer a quantitative and financial approach for industries where such performance indicators are lacking (working exclusively with senior management).- Built the Data team comprising approximately 20 Data Scientists, ML Engineers, and Data Consultants.- Client Projects:• Banking & Insurance - Used 'geodata' to redefine strategic objectives for branches.• Automotive - Approximately ten scoring and segmentation projects to optimize targeting (+5% sales before the pandemic).• Banking & Insurance - 3 scoring projects saving approximately 30% of marketing budgets (around 3 million euros annually).• Banking & Insurance - Predicting the performance potential of a branch in selling auto insurance.• Postal Services - Collection and modeling strategy to support the group in its B2B automotive market penetration.• Banking & Insurance - Strategic data audit and customer segmentation.• Banking & Insurance - Community cloud strategy for finance.- Designed and managed 4 internal products:• AI to predict the commercial potential of an area through automatic data enrichment.• Consolidation of customer questionnaires to identify transversal strategic insights.• Evaluation of the impact of marketing investments in France.• Natural Language Processing algorithm to extract key strategic insights from Google, Trustpilot, and Tripadvisor reviews.
- ArtefactManager - Lead Data Science & EngineeringCONSULTING AND AUDITSSeptember 2016 - September 2019 (3 years and 1 month)Paris, FranceZand Bank - Developed a data strategy for infrastructure (Collaboration with investors and C-level).Dubai Tourism - Developed tourism through 15 use cases and implemented infrastructure in line with a strategic data vision.Total - Data Lead for Optimizer, a comprehensive solution for monitoring and optimizing energy flows from suppliers to mining operators.Point P x Google - Voicebot competition for Point P stores (won against Amazon and Microsoft) aimed at providing information.Allianz - Led various data projects related to fraud detection and data engineering (3 projects).Orange - Created synergy between 5 strategic data science projects concerning fiber deployment.Samsung - Improved S9 sales in the Spanish market through cold-hot grouping for marketing.Shippeo - Developed and deployed an arrival time estimation algorithm for supply chain deliveries.Greenpeace - Algorithm to boost climate awareness by revealing the truth about climate change.Maisons Du Monde - Reimagined the customer welcome process for customer loyalty.
- PwCSenior Data ScientistCONSULTING AND AUDITSSeptember 2014 - December 2016 (2 years and 3 months)Neuilly-sur-Seine, FranceEnedis - Optimized the deployment of Linky meters (time and costs) across France.Carrefour - Redefined catchment areas and recommended flagship products for optimizing attractiveness.PwC Global - Implemented a Big Data platform and two data applications for human resources.Bouygues Construction - Forecasted the availability of construction materials.Bricorama - Implemented online customer segmentation and a recommendation engine.
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Education
- EngineerEcole Centrale de Lille2014
- Bachelor's Degree in Applied Mathematics and Social SciencesUniversité Panthéon-Sorbonne Paris I2011
Certifications
- Google Cloud Professional EngineerGoogle Cloud2018
- DSSDataiku2017