Vadim Shiianov
Data Scientist
Munich, Bavaria, Germany
Summary
🤩
Rockstar🎓
Top SchoolVadim Shiianov is a data scientist based in Munich with a decade of professional experience and 3+ years focused on end-to-end data science and ML system delivery. Currently at AutoScout24, he brings production-first ML practices while also teaching machine learning and improving course material at MIPT, bridging industry and academia. His background includes impactful work at Yandex's self-driving unit—where a spatially-masked neural network yielded a 5% improvement in pedestrian prediction—and inventive statistical solutions for soft404 detection from sparse data. Trained at MIPT and the Yandex School of Data Analysis, Vadim combines strong theoretical grounding with hands-on engineering (including earlier C++ systems work) to move models from research to reliable production. He has a knack for translating cross-format datasets and evaluating forecasting methods, an often-overlooked skill that smooths integration across proprietary and public benchmarks.
10 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Moscow Institute of Physics and Technology (State University) (MIPT)Computer Science, Computer Science at Yandex School of Data Analysis
Russian, English, German
Stackoverflow
90reputation
4kreached
7answers
1question
Github Skills (23)
pytorch10
python10
machine-learning10
svm10
reinforcement-learning10
deep-learning10
natural-language-processing10
computer-vision10
data-science9
directions9
tensorflow9
neural-network8
ml7
deep-neural-networks7
linux6
Programming languages (4)
Github contributions (5)
Binpord/sublime-rosmsg
Nov 2019 - Jun 2024
Contributions:1 release, 1 review, 1 PR in 4 years 7 months
lisovrv/KD-ML-research-practice-2022
Mar 2022 - Jun 2022
Repository for research experiments on ML research practice 2022 course
Contributions:7 reviews, 24 PRs, 91 pushes in 2 months
deep-learningmachine-learningdata-science
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