Data Analytics

Center of Excellence

Reacfin’s Data Analytics Center of Excellence is dedicated to support financial institutions in their data analytics journey. Our main goal is to unleash the power of data for Insurance, Banks, Pensions funds and Asset Management companies through the application of recent machine learning models in use cases we master in our other Centers of Excellence (E.g. Pricing, Claims Analytics, Customer Behavior Modelling, asset allocation,…). We build on our knowledge of the business and understanding of Data Analytics to position ourselves as a bridge between business and pure data scientists


Previous CE

Competences


  • Business problem definition and project structuration (interface between business and data scientists)
  • Data sourcing: external data sources investigation, acquisition and enrichment of data
  • Data mining and data quality pipe-lines
  • Machine Learning models implementation and tuning
  • Development of applications and interfaces (R, Shiny, Plotly, Python, Flask, Tensorflow, SAS, AWS…) and model monitoring KPIs
  • Advice on digitalization strategy
  • Training programs for awareness as well as technical knowledge



Recent Assignments



Competitive watch tool


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Legal & Regulatory watch app

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Natural disaster report analyzer

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LGD model for SME loan portfolio

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Technical tariff for home insurance

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Advanced competition analysis

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Data culture training program

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Interested in knowing more about this Center of Excellence?

Contact Xavier Maréchal, CEO