👋 Hi.
I’m Andrey, a data scientist with previous experience as a strategy and investment analyst. I have a passion for parsing data and building products and dashboards that unravel the complex structure of the world. In my spare time, I read about MLOps and play basketball.
// Contacts ☎️
+7 (999) 921-78-25
// Github
// CV
// Certificates 📜
// Teradata: Database Management
// Coursera: Estimating ML-Models Financial Impact
// Udemy: Tableau 10 Advanced Training
// Projects 🎯
// News Graph Extraction (in development)
// Experience 💻
Inno.tech 2022 - now
#[Data Scientist]
Agency of Investment Development 2020 - 2021
#[Senior Consultant]
Independent consultant 2019 - 2020
Tele2 Russia 2018 - 2019 #[Strategy analyst]
Educational startup 2017 - 2018
STEM courses for 4-8 years old pupils #[Co-founder]
FMF Capital 2016 - 2017 #[Senior analyst]
Evraz 2012 - 2013
#[Trainee in investment department]
// Education 🎓
Higher School of Economics
MSc Computer Science ‘23
Specialization in Machine Learning and High-Loaded Systems
IE Business School
MSc Finance ‘15
Higher School of Economics &
London School of Economics
BSc Economics, Double Degree ‘13
// Development Stack 🔧
// Languages: Python, SQL, Bash, C++
// Frameworks: PyTorch, Sklearn, CatBoost, NetworkX
// Areas: NLP, Graphs, CV
// Tools: Linux, Docker, Git, PostgreSQL, Teradata, Tableau, Bloomberg
// Blog 📕
// Hierarchical Risk Parity in Portfolio Construction
// ETF2Vec: My story about trying to extract narrative from ETF holdings
// Tableau+Python: TabPy and geographical clustering
// Log-periodic power law singularity model and Tesla stock