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Scaling Machine Learning

Machine Learning engineering – pragmatic approach to tooling

Hey, I’m Denys and I’m a Machine Learning Engineer & Team lead. I love building production-grade ML systems and talk about it – you can see some of my past talks here. For the past 2 years, I’ve been working at Bolt, which was recently voted as “Hottest European Unicorn” by TechCrunch. As a recap, […]

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Data Science Uncategorized

Speaking at Framework Days about engineering behind Data Science (and when things go wrong in public speaking)

This September I got a chance to speak at first Data Science conference in Kyiv, organized by Framework Days (FWDays). When I came and talked to participants, I felt thrilled, as Kyiv’s DS community was evolving so rapidly, and people are working on amazing topics. I intentionally decided to not give any particular advice or […]

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Data Science Uncategorized

Scaling Data Science at Bolt

Bolt is one of the fastest growing companies in Europe, and our engineering team is orders of magnitude smaller than those of rivals. Which means that to be competitive, we need to be efficient with our time and resources. Algorithms, including machine learning, are among the tools we use to improve the efficiency of our […]