Vlad Breus

Principal Data Scientist @SoundCloud

London, GB
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WORK HISTORY

Oct 2024 — Present

Principal Data Scientist @SoundCloud

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London, GB

Leading advanced analytics and ML for product/marketing- Building LLM pipelines that actually save people time- Causal inference for measuring what marketing really does (vs. what the dashboard says it does)- Occasionally rescuing \"failed\" A/B tests from wrong conclusions

EDUCATION

2013 — 2015

Finance University under the Government of the Russian Federation

Master's degree, Applied mathematics and information technology

2009 — 2013

Finance University under the Government of the Russian Federation

Bachelor's degree, Applied mathematics and information technology

ABOUT VLAD BREUS

Principal DS @ SoundCloud. 10+ years of ML, mostly in e-commerce and ads. Built recommendation systems, conversion models, and a healthy distrust of dashboards. Survived AdTech, learned that most \"data-driven\" decisions are actually \"data-justified\" decisions. Currently interested in: causal inference, LLM pipelines, and admitting uncertainty.

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Vlad Breus — Principal Data Scientist at SoundCloud in London, GB | Unifers