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Registration: 22.07.2025

Pavel Gunin

Specialization: ML / AI Engineer / Data Scientist
Python SQL Git PostgreSQL Docker Agile Figma MySQL Linux HTML MongoDB Django Adobe Photoshop API GitHub JSON Bash Excel pandas Power BI Windows Scala Selenium
Python SQL Git PostgreSQL Docker Agile Figma MySQL Linux HTML MongoDB Django Adobe Photoshop API GitHub JSON Bash Excel pandas Power BI Windows Scala Selenium

Portfolio

Analysis of car tires

● Training a ResNet neural network from photos to detect car tires for good/not good.

Channel with signals on crypto coins

● Django shell development for a project to analyze the crypto market. ● Creating a pipeline for signals on the price movement of the top 50 crypto-coins. ● Training and using a neural network (Keras) to predict the price of crypto coins.

Test site

● Test site for any project.

Skills

Data Analysis
Machine Learning
Phyton
Neural Network Engineering
SQL
Scala
Linux
Docker
Bash
Django
Airflow
MySQL
MongoDB
Clickhouse
Hadoop
Hue
Anaconda
Jupyter
VS Code
PyCharm
Apache Spark
Scikit-Learn
TensorFlow
Keras
Seaborn
Pandas
Pytorch
Roboflow
AutoCAD
AutoCAD Inventor
Compass 3D
Microsoft Office
Mathcad
Adobe Photoshop
Adobe Premiere
Power BI
Artificial Intelligence

Work experience

Data Engineer
since 05.2025 - Till the present day |SkillStaff
EDW, Data marts
● Creating and optimizing algorithms that will process and analyze content from various sources. ● Test and validate algorithms to ensure their efficiency and accuracy. ● Design and implement data marts (data marts) within the Enterprise Data Warehouse (EDW) to process industrial data. ● Ensure integration with existing systems and processes.
Data analisys
11.2023 - 05.2025 |Yandex Kraud
Data analisys
● Data analysis and visualization in Excel, Jypyter Notebook. ● Building dashboards in Power BI.
Marketing specialist
09.2022 - 11.2023 |Yandex Market
Data Analysis, Power BI, Business Intelligence
● Analyzing various data, mainly on the movement of goods, quantitative sales figures.
Design Engineer
08.2018 - 09.2022 |Various
AutoCAD, Compass 3D, Inventor
● Design engineer for tooling, agricultural equipment.

Educational background

Candidate of Technical Sciences (PhD)
2009 - 2010
D.I. Mendeleev Russian University of Chemistry and Technology
Environmental Engineer (Masters Degree)
1999 - 2004
Volgodonsk Institute of South Russian State Technical University

Languages

EnglishUpper IntermediateRussianNativeGermanElementary