Nikita Sokovnin
Machine Learning Engineer · Prague, Czech Republic
Machine learning engineer based in Prague with 5+ years of experience shipping production computer vision systems.
I optimize models for inference, build scalable ML pipelines, and ship tools such as DataDreamer for automated dataset generation.
Execution-focused: end-to-end ownership from research prototypes to services used by thousands of users.
Production computer vision · Edge & cloud ML pipelines · Reinforcement learning & robotics
Data Datasets, synthetic generation, annotation
Model Training, optimization, deployment, and on-device inference
Edge On-device inference & production services