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Registration: 02.06.2025

Yekaterina Burkeyeva

Specialization: Data Engineer / Data Scientist
— Dedicated Data Scientist and Data Engineer with a robust software development background and strong theoretical knowledge in machine learning acquired through academic and private coursework. — While not yet experienced in deploying ML models in production, possesses hands-on skills in Python, data analysis, and algorithmic thinking. — Proficient in database management, data wrangling, and building scalable backend systems. — Passionate about leveraging data to solve real-world problems and continuously advancing expertise in AI and data engineering. — Proven educator and mentor, with experience teaching ML, algorithms, and data science fundamentals.
— Dedicated Data Scientist and Data Engineer with a robust software development background and strong theoretical knowledge in machine learning acquired through academic and private coursework. — While not yet experienced in deploying ML models in production, possesses hands-on skills in Python, data analysis, and algorithmic thinking. — Proficient in database management, data wrangling, and building scalable backend systems. — Passionate about leveraging data to solve real-world problems and continuously advancing expertise in AI and data engineering. — Proven educator and mentor, with experience teaching ML, algorithms, and data science fundamentals.

Skills

Python
C++
Java
PHP
Django
Pandas
NumPy
Matplotlib
Seaborn
Beautiful Soup
Scikit-learn
OpenCV
PostgreSQL
MySQL
Redis
RabbitMQ
Docker
Git
Jupyter Notebook
PyCharm
Linux
Windows
Agile
Scrum

Work experience

Lecturer
02.2024 - 03.2025 |DataGroup
Python, Pandas, NumPy, Seaborn, Matplotlib, BeautifulSoup, Scikit-learn
● Led a comprehensive course designed to prepare students for real-world data engineering and data science tasks using Python and modern data tools. Emphasis was on writing clean code, processing structured and unstructured data, working with APIs, and preparing datasets for machine learning workflows.
Software Development Engineer
09.2024 - 01.2025 |Q19
Python, Sanic, PostgreSQL, RabbitMQ, Git, Docker
Project – Under NDA – because of max high-security services developing for the government. ● Design a project from scratch. ● Communicate with customers.
Software Development Engineer
09.2023 - 05.2024 |Skillbox
Python, Django, PostgreSQL, RabbitMQ, Git, Docker
Skillbox – CRM for online education. It allows uploading courses, tracking students progress, managing bills, checking homeworks, studying, etc. ● Provided and implemented new features, fixed bugs and supported existing code. ● Extract data for data scientist department.
Software Development Engineer
01.2022 - 06.2023 |Akvelon
Python, Django, PostgreSQL, RabbitMQ, Git, Docker
The HR system - the system helps HR to select the most suitable candidates for specific projects, conduct interviews, collect feedback, track the candidates on the flow of onboarding and staffing on the project, save history and status of employees. It also allows you to create a report on the work of the HR team. ● Provided and implemented new features, fixed bugs and supported existing code. ● Backend team lead.
Software Development Engineer
02.2018 - 01.2022 |KazDream Technologies
Python, Django, PostgreSQL, RabbitMQ, Git, Docker
Project – Under NDA – because of max high-security services developing for the government. ● Participated in scaling project from the almost first steps. Worked on features stability improvements due to deep dive into project needs. ● Designed database schema. Maintained DB and continuously implemented sorting/searching/filtering and data manipulation. ● Worked with huge amounts of data and provided models and approaches for reaching the best quality. ● Extracted data for customers.
Senior lecturer / Tutor
09.2019 - 12.2020 |Astana IT University
Python, Django, C++, Java, OOP, Algorithms, Data Structures
● Teaching subjects: Introduction to programming C++, Algorithms and Data Structures, Object Oriented Programming Java. ● Helped students to intern in KazDream Technologies company.
Lecturer
08.2015 - 01.2019 |Kazakh-British Technical University
Python, Pandas, NumPy, Seaborn, Matplotlib, BeautifulSoup, Scikit-learn, C++, OpenCV, MATLAB
● Teaching subjects: Machine Vision, Pattern recognition, Algorithms and data structures, Programming languages, Introduction to machine learning. ● Organized such events as guest lectures and machine learning challenge. ● Created syllabuses for new subjects such as Machine Vision and Introduction to machine learning. ● Organized the first Machine Learning Challenge in KBTU among universities.
Software Development Engineer
05.2013 - 12.2014 |Institute of informatics and computing technologies
Computer vision, Delphi, Visual Studio 2010, OpenCV, Matlab
Project: 3D computer vision. ● Developed software for solving computer vision problems, such as segmentation, color reduction, camera calibration, object tracking and stereo vision. ● Software design and project management. ● Written articles to different conferences and journals. ● Mainly used Delphi, Visual Studio 2010 and OpenCV, Matlab.

Educational background

Information Systems (Masters Degree)
Kazakh-British Technical University
Computer Systems and Software (Bachelor’s Degree)
Suleyman Demirel University

Languages

EnglishProficientKazakhAdvancedRussianNativeTurkishElementary