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Deploying Machine Learning Pipelines
Setting up machine learning pipelines for insurance provider
Challenge
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
Designed the architecture for the Machine Learning data pipelines
Created the testing and versioning frameworks for both data and models
Built the deployment pipelines
Solution
Value
Empowered the client to deploy Machine Learning models on their data with minimum effort and cost
Roles
Machine Learning Engineer, Data Architect
Tools
Sector
Banking & Insurance
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