👋 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 ☎️

andrey.babynin@gmail.com

+7 (999) 921-78-25

// Github

// Linkedin

// CV

// Certificates 📜

// Teradata: Advanced SQL

// Teradata: Database Management

// Coursera: Estimating ML-Models Financial Impact

// Udemy: Tableau 10 Advanced Training

// Projects 🎯

// News Graph Extraction (in development)

// Stock Network Dashboard

// Experience 💻

Inno.tech 2022 - now

#[Data Scientist]

• [Research] Developed an offices’ clustering model for a large bank
• [Analytics] Created regression models for estimating bank offices’ operational efficiency

Agency of Investment Development 2020 - 2021

#[Senior Consultant]

• [Project management] Led organization of conferences and thematic roundtables with executives from international companies, chambers of commerce, development banks concerning protection of investors’ rights
• [Research] Researched international initiatives concerning foreign investments promotion

Independent consultant 2019 - 2020

• [Project management] Speeded up the process of financial planning for a large agricultural holding, consolidated financial planning of 7 production units
• [Fund Raising] Attracted investments to a Spanish cuisine restaurant

Tele2 Russia 2018 - 2019 #[Strategy analyst]

• [Analytics] Created BI dashboards, automated several monthly reports
• [Research] Developed clustering models of subscribers
• [Strategy] Developed and defended initiatives in regional network development

Educational startup 2017 - 2018

STEM courses for 4-8 years old pupils #[Co-founder]

• [Leadership] Led marketing, HR and finance activities
• [Operations] Achieved positive Net Profit at the end of the third month
• [Value Creation] Sold after 1.5 years of profitable growth to a strategic investor

FMF Capital 2016 - 2017 #[Senior analyst]

• [Analytics] Created 30+ DCF models for potential M&A targets
• [Fund Raising] Participated in the launch of a venture fund with AUM $100 mln

Evraz 2012 - 2013

#[Trainee in investment department]

• [Analytics] Efficiency evaluation of a sheet rolling mill in Novokuznetsk
• [Research] Sheet pile market forecast

// 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