Dmitrijs Balabka

M.Sc. in Computer Science, +10 years experience in Web development, Software Architect and Lead Data Scientist and Machine Learning Engineer in Ecentria Group, a medium-size US e-commerce.

How Dependency Injection Can Help Data Scientists Build Maintainable Code

Jupyter Notebooks are one of the most powerful tools in modern data science....

Python Project Dependency Injection: Best Practices with python-inject

If you struggle to follow SOLID principles in Python projects—especially the Dependency Inversion Principle (DIP)—it is time to embrace Dependency Injection (DI)....

Viola voice recognition tool for radiology/medicine @ RSU Research Week 2025

Conference: https://rw2025.rsu.lv/innovations-ai Announcement: https://www.facebook.com/agateaa/videos/1153704029331236/ LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7313512009784791041/

Fine-tuning Large Language Models by Dmitry Balabka @ Generative AI focused DevClub.lv

Announcement: https://devclub.lv/announcement-of-generative-ai-focused-127th-devclub-lv/ Video: https://www.youtube.com/watch?v=MYzq01G2xb4 Slides: https://bit.ly/3USpD96

Overview on Recommender System in E-commerce

Slides: https://1drv.ms/p/s!AsRPUG85SEgAskHAylF1ocEnnBAp

Publications

View all (2)

Human activity recognition with AutoML using smartphone radio data

Article: https://dl.acm.org/doi/abs/10.1145/3460418.3479377 Balabka, D. and Shkliarenko, D., 2021, September. Human activity recognition with AutoML using smartphone radio data....

Semi-supervised learning for human activity recognition using adversarial autoencoders

Article: https://dl.acm.org/doi/abs/10.1145/3341162.3344854 Balabka, D., 2019, September. Semi-supervised learning for human activity recognition using adversarial autoencoders....