Tech stack:
Openshift
Openshift
Helm
Helm
Sonatype
Sonatype
Docker
Docker
Story
After being hired by a Bank within a transformative data science department: our aim became clear – we were to fulfill one of the broad IT strategy goals for implementation of custom-built machine learning models.
Solution
The challenge turned out to be of a large scope, and it required not only implementing thought-out best coding practices, but also conducting educational activities, with occasional hints of knowledge-sharing.
Deployment in models creation process
Way of working – CrispML
Lesson Learned
I have learned that working within such a large Organization requires one to be a flexible person, that is ready for adapting to changing conditions every day. On the one hand, it is required from an employee on an everyday basis, but also such an approach needs to be implemented and come out of hand-crafted code solutions.
Statistics
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Not available – the whole project has been a private property of BNP Paribas Bank Polska S.A.