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Регистрация: 30.08.2026

Iaroslav Shustrov

Специализация: Data Engineer
— Data Engineer with a background in theoretical and experimental physics (MIPT, University of Amsterdam). — Experience in ML engineering, time-series anomaly detection, and data analysis. — Proficient in Python, SQL, ETL/ELT, Machine Learning, Spark, Hadoop, Pandas, NumPy, PyTorch. — Background in academic research, mathematics, and teaching.
— Data Engineer with a background in theoretical and experimental physics (MIPT, University of Amsterdam). — Experience in ML engineering, time-series anomaly detection, and data analysis. — Proficient in Python, SQL, ETL/ELT, Machine Learning, Spark, Hadoop, Pandas, NumPy, PyTorch. — Background in academic research, mathematics, and teaching.

Скиллы

Python
SQL
Data Science
Data Analysis
Data Pipelines
ETL
ELT
C++
Machine Learning
Big Data
Spark
Hadoop
Statistics
Mathematics
Pandas
NumPy
PyTorch
Excel
Tableau
A/B Testing
Research
Feature Engineering
Time Series Analysis

Опыт работы

ML Engineer
05.2025 - 05.2026 |ARMATOM Research Institute, Armenia
Time-Series Analysis
- Co-developed a prototype radon time-series anomaly-detection pipeline for investigating possible earthquake precursors, based on residual modeling of normal radon patterns - Built data loading, preprocessing, timestamp handling, exploratory analysis, and feature-extraction components in Python - Engineered lag, rolling-window, trend, Fourier-based and residual-based features from radon detector data - Designed the ML workflow to model normal radon concentration and flag large prediction residuals as candidate anomalous periods github.com/Shustriha/radon-earthquake-detector
Data Analyst Intern
07.2025 - 10.2025 |Thane, Retail Company, United Kingdom
Product Analysis
Thane, Retail Company, United Kingdom - Analysed ad sales performance across multiple channels using Excel and MySQL to identify which campaigns contributed most to revenue and customer acquisition - Applied time-decay attribution to estimate the delayed impact of ads on sales, helping to distinguish short-term clicks from long-term conversion effects
Programming/Mathematics Tutor
с 2020 - По настоящий момент |HODOGRAPH Education Center
Python, Statistics, Machine Learning
● Exam preparation in programming (Python), mathematical analysis and statistics. ● ML and data analysis (from linear regressions up to transformer models). ● Selected projects are available in a private Github repository upon request.
Software Engineer
2013 - 2014 |WISE-Tech
C++, MATLAB
● Participated in the development of a control system for an airship written in C++ and MATLAB.

Образование

Theoretical Physics (Магистр)
2014 - 2016
University of Amsterdam
Experimental Physics (Магистр)
2011 - 2013
Moscow Inst of Phys and Tech
Theoretical Physics (Бакалавр)
2008 - 2011
Moscow Institute of Physics and Technology

Языки

АнглийскийВыше среднегоРусскийРодной