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Building an Augmented Analytics platform on AWS
Client – A global Swiss pharmaceutical company
Project details
Industry – Medicine and pharmacy
Competence center – Advanced Data Analytics
Technologies – ThoughtSpot, AWS cloud
Project description
AWS was chosen as a cloud platform for the implementation of comprehensive analytics solutions made available at an enterprise scale and in the Managed Service and SaaS model. The main assumption and core of the project was to provide technical and business teams with isolated, secured and fully managed work environments for the implementation of data analytics. For this purpose, the AWS multiaccount architecture and landing zone were built, allowing to map the needs and scale of the client’s organization as well as ensure data security in the cloud. As a result, the customer reduced infrastructure costs by automatically scaling and matching resources to needs and dramatically shortened data analysis processes.
Other
Projects
- Building an analytical platform
- Operationalization of Machine Learning solution for drug demand prediction
Medicine and pharmacy
Building an analytics platform
As part of the project, ASTEK Poland created a platform that automatically and intelligently manages the loading, extraction, transformation, verification, validation and storage of data making it ready for analysts and data scientists.
Operationalization of Machine Learning solution for drug demand prediction
The tool predicts the production needs of an influenza drug. The algorithm examines flu occurrences geographically and by historical data. The ML Ops infrastructure automates the process taking place entirely in a cloud environment, the source code in R is in a repository at GitLab
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