Jakub Novotný

18th Annual Conference itSMF Czech Republic

About speaker

MLOps & Data Science Expert

Jakub has been creating and shaping the fields of Machine Learning and AI at Telekom for more than 10 years. Today, it is mainly about building an internal MLOps framework, a platform for complex and at the same time effective management of AI/ML solutions. Data innovations are his great passion outside of work.

Agenda of the speaker

Model Factory – MLOps framework

Wednesday, January 24, 2024
Room: Multilingual stage
15:00 - 15:25
  • How did we in Telekom get through the domains of AI and ML to MLOps?
  • Why did we decide to build our own MLOps framework - Model Factory?
  • What does it provide us with and what is its architecture?
  • Why was it worthwhile for us to go into it and what benefits does it bring?
  • What are we planning next and what is our future in the MLOps domain?

So my lecture on the topic of Model Factory will be about all that.