Machine Learning Engineer working on MLOps, data engineering and closely collaborating with Data Scientists. Worked as a Data Engineer and Data Scientist before. Completed a PhD thesis in Telecommunications Engineering before switching to industry
All Sessions by Tatjana Predojev
Petak, 20. maj 2022.
How we built Data and Machine Learning platform from scratch on AWS cloud
11:45 - 12:15
The purpose of the tailor made ML platform is to enable Data Scientists to deploy models to production efficiently and to help them with daily ML tasks. Our platform consists of data event store, offline and online feature store, model store, service checkpoints. We developed platform SDK to enable code and feature sharing. Many of the features are self-service. We support Sagemaker in jupyter notebooks for experimentation. Feature registry and data catalogs are work in progress.