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Deploying Machine Learning Pipelines

Setting up machine learning pipelines for insurance provider

Challenges
  • Insurance provider interested in developing a bespoke data science platform in-house to extract more value from their data

  • Wanted to identify all technical and organizational requirements and considerations involved in building a data science platform, including possible deployment options

Solutions
  • Designed the architecture for the Machine Learning data pipelines

  • Created the testing and versioning frameworks for both data and models

  • Built the deployment pipelines

Values
  • Empowered the client to deploy Machine Learning models on their data with minimum effort and cost

Roles

Machine Learning Engineer, Data Architect

Technologies

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Sectors

Finance & Advisory

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