Development and implementation of computer vision models for classifying and sorting products based on color, shape, size, and other parameters. Optimization and training of neural networks to improve object recognition accuracy and processing speed. Development of Computer Vision algorithms for automatic quality control and defect detection. Integration of ML solutions with production equipment (cameras, conveyor systems, robotic arms, controllers). Working with industrial datasets – data collection, augmentation, and annotation for model training. Development of image preprocessing systems (noise reduction, normalization, segmentation). Optimization of models for edge devices (TensorRT, OpenVINO, TFLite) to accelerate inference. Monitoring and improving ML solution performance – error analysis, latency reduction, and accuracy enhancement. Collaboration with automation engineers to successfully deploy and adapt ML solutions to production processes. Documenting developed solutions and training technical personnel on ML system operations.

Creating Electrical Model Drawings, Electrical Device Layout Drawings, E-stop drawings, Network Drawings, including schematic drawings by panel. Developing Buyout Configuration and motor calculation worksheets. Creating Permit drawings. Ordering Control Panels, Electrical Field devices, and Electrical Buyouts. Setting up and testing electrical prototypes. Developing electrical Spare Parts List and Site Readiness Checklist. Setting up Electrical Networks & Profibus, frequency convertors, field instrumentation, performing I/O checkout & commissioning, labeling electrical devices, creating electrical punch list for installation, and troubleshooting electrical product issues on site. Providing as-built technical documentation.

Обработка видео, подготовка данных, тренировка моделей, применение новых подходов в компьютерном зрении, проверка и реализация гипотез из научных статей

Энергетический институт, Производство и транспортировка электроэнергии

Faculty of Electrical Engineering, Electrical Engineering and Computer Science

CERGE-EI, Master in Economics Research