How Preply reduced ML model development time from 1 month to 1 day [ukr]

Talk presentation

Case study of how small team in Preply started with inheriting an existing ranking model to being able to produce a model per day. In this talk we'll cover steps to take if you find yourself in a similar situation: what kind of technology and processes can you introduce in order to achieve a great speedup in a development speed.

Yevhen Yevsyuhov
Preply, Senior Software Engineer
  • Fullstack expertise — used to work with backend, frontend, ML and data engineering.
  • 8 years of startups experience.
  • Likes to learn new programming languages concepts and explore new approaches to existing problems.
  • Recent Formula 1 fan.
  • Linkedin
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