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Andrei Dubouski

@andreidubouski

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Tech Lead and Senior Software Engineer building high-load analytics, MLOps, and recommendation platforms in Python.

Poland

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What I'm looking for

I want to keep leading backend and analytics engineering—high-load APIs, recommendation services, and real-time MLOps—while designing scalable data pipelines and automation, improving quality with testing, and ensuring clear inter-service documentation.

I’m a Senior Software Engineer / Tech Lead who led development and engineering of an analytic team in the domain of Gaming & DS, designing and implementing an analytic platform from scratch. I focus on high-throughput data pipelines, workflow automation, and real-time MLOps for versioning and retraining ML models.

Across my roles, I built and maintained backend services and digital infrastructure—high-load RESTful API, recommendation services with A/B tests, and streaming microservices using FastAPI, Django/DRF, and FFmpeg. I also drive quality through load/endurance testing, documenting services and inter-service communications, and strong CI/CD practices with GitLab and GitHub actions.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer / Tech Lead

Current

SoftCorp

Mar 2022 - Present (4 years 4 months)

Led development and engineering of an analytics team for gaming and data science, designing and implementing an analytic platform from scratch. Built high-throughput APIs and recommendation services and supported MLOps workflows including versioning and retraining ML models.

REST APIs Workflow Automation MLOps fastAPI Django Django REST Framework FFMPEG A B Testing Liquibase SQLAlchemy Kafka Redis KeyDB Python PostgreSQL Clickhouse MongoDB

Python Developer

Arateg

Feb 2021 - Feb 2022 (1 year)

Designed and implemented backend microservices for streaming customers using FastAPI and Django, including responsibilities for AWS and Ansible. Worked on CI/CD and serverless/Airflow-based data workflows (DAGs and ETL/ELT pipelines).

Celery Dramatiq TaskTiger Microservices Docker Docker Compose Kubernetes fastAPI Django AWS Ansible Streaming FFMPEG Git CI CD GitHub Actions Flask Alembic AWS Serverless Airflow DAGs ETL

Python Developer

Codex Software

Jun 2019 - Feb 2021 (1 year 8 months)

Developed digital infrastructure and an analytical platform to process large volumes of data related to a client's publishing business. Built backend components and automation for frequency-based task flows and supported testing and load/endurance tooling.

Streamlit Plotly Keras TensorFlow OpenAI Django Flask Task Automation Pytest Allure Locust Black Ruff isort UV развертка

Hardware Design and Software Engineer

Freelance

Jan 2018 - Jun 2019 (1 year 5 months)

Developed electronics for textile printers and wrote/tested firmware for BlackBox 2.0 and BlackBox Legacy. Created and maintained small software programs for servicing the printers.

Firmware Development Testing Embedded Programming Hardware Design Textile Printer Electronics

Education

Degrees, certifications, and relevant coursework

Belarusian State University of Informatics and Radioelectronics

Instructor, Course instruction (Introduction to Programming and Circuit)

2019 - 2020

Activities and societies: Taught Introduction to Programming and Circuit.

Instructor at Belarusian State University of Informatics and Radioelectronics, teaching Introduction to Programming and Circuit and related course work.

Belarusian State University of Informatics and Radioelectronics

Master of Computer Science and Engineering, Virtualisation and cloud computing technologies

2017 - 2019

Master of Computer Science and Engineering at Belarusian State University of Informatics and Radioelectronics, focusing on Virtualisation and cloud computing technologies.

Belarusian State University of Informatics and Radioelectronics

Bachelor of Computer Science, Computing machines, systems and networks

2013 - 2017

Bachelor's degree in Computer Science at Belarusian State University of Informatics and Radioelectronics, majoring in Computing machines, systems and networks.