The Challenge
- Multiple partners acquire data over a period of several years
- A consistent data lake for different applications shall be created
- Development of applications in parallel to data acquisition
The Approach
- Combination of serverless and server-based cloud applications for automated data consistency check and data transformation.
- An event-based cloud architecture allows to keep data consistent even if data transformation requirements change
- Data Privacy by using European AWS servers only.
- Integrated data dashboard allows to continuously monitor data quality and label distribution
Result & Added Value
- Event-based cloud infrastructure to allow
- distributed development of machine learning models
- Continuous increase of data from test drives
- Consistent data management
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Our Competencies
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