Ivan Eroshkin
Data Science Team Leader, Validation Unit
Russia
Summary
👤
Senior🎓
Top SchoolIvan Eroshkin is a data science leader with roughly a decade of experience translating financial modelling expertise into production-ready ML solutions, currently heading the Validation unit at Sberbank. He combines fast, pragmatic coding and low time-to-market with rigorous estimation of models' PnL/NPV impact, routinely delivering alternative models that outperform incumbents in ~25% of cases. His background spans tabular modelling, AB/AAB testing, uplift and campaign scoring, as well as CV, NLP (incl. HF pipelines), GANs and MLOps, with strong hands-on Spark and containerized microservice experience. With ~11 years in financial modelling and management experience across teams of 3–15, he pairs domain depth in banking with practical validation methodology authorship. Colleagues describe him as creatively critical and team-focused, valuing robust teamwork as a multiplier for technical value. Based in Russia, he brings a rare blend of finance-first intuition and applied ML engineering that prioritizes measurable business outcomes.
9 years of coding experience
4 years of employment as a software developer
CFA InstituteLomonosov Moscow State University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (19)
entities10
populate10
attribute10
card10
home-assistant8
custom-component7
xiaomi6
messaging6
factor5
dotnet4
insert3
bulk-insert3
fluent-interface2
entity2
merge2
Programming languages (3)
Github contributions (5)
UsefulToolboxNET/EasyApi
Oct 2016 - Mar 2018
Contributions:1 release, 511 pushes, 2 branches in 1 year 4 months
UsefulToolboxNET/NUnit.Extensions
Mar 2018 - Oct 2018
Contributions:5 releases, 45 pushes, 2 branches in 6 months
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