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Samuel H.SH

Samuel H.

Expert Data & AI

€730/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Samuel

Head of Data passionate, with a strong background in strategy, I adapt easily to complex environments. Over the last 10 years, I have successfully supported companies of all sizes in managing their data strategy challenges, from design to implementation.
  • English

    Native or bilingual

  • French

    Native or bilingual

  • Chinese

    Basic

Can work on-site
Paris (up to 10km)

Experience

  • Nova Consulting
    Director - Head of Data
    CONSULTING AND AUDITS
    September 2019 - Today (6 years and 9 months)
    Paris, France
    Nova 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.
    Web Development Product Strategy Machine learning Generative AI Artificial Intelligence Scoring Statistical Data Analysis Marketing Strategy
  • Artefact
    Manager - Lead Data Science & Engineering
    CONSULTING AND AUDITS
    September 2016 - September 2019 (3 years and 1 month)
    Paris, France
    Zand 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.
    Python Google Cloud Platform (GCP) Amazon Web Services (AWS) Microsoft Azure Dataiku Spark AngularJS Project Management Artificial Intelligence Machine learning
  • PwC
    Senior Data Scientist
    CONSULTING AND AUDITS
    September 2014 - December 2016 (2 years and 3 months)
    Neuilly-sur-Seine, France
    Enedis - 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.
    Machine learning Data science Scoring Time Series Hadoop Apache

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Education

  • Engineer
    Ecole Centrale de Lille
    2014
  • Bachelor's Degree in Applied Mathematics and Social Sciences
    Université Panthéon-Sorbonne Paris I
    2011

Certifications

  • Google Cloud Professional Engineer
    Google Cloud
    2018
  • DSS
    Dataiku
    2017

Skill set

Categories