Position: Data Scientist / Machine Learning Engineer
Category: Data Science
English level: fluent
Years of experience: 3


I am a machine learning and software engineer with 3 years of experience. I do research and development of custom AI and ML software, develop AI and ML models and help deploying them into production. I have considerable experience with python3 AI stack, as well as some experience in developing custom C++ solutions.

I am easy with new people and new environment. And I think I can make the chats at the cooler fun again :)

MediaPipe pose estimation for a sports app
Stack: mediapipe/C++
- Developed complex custom graph in protobuf and mediapipe Calculators with business ligic in C++

AI in healthcare: Multiple instance learning in computational pathology
Stack: pytorch, multiple instance learning, whole-slide imagery, python-openslide
- Developed a system for detecting certain genetic mutations in blood cells on whole-slide images.

LIDAR Vehicle detection and tracking system
Stack: C++, PCL, OpenCV, proprietary LIDAR sw/hw
- AI: Object tracking model training and integration.
- Software engineering: development of an algorithm for filling the points lost by the LIDAR due to weak reflectivity of the surface, segmentation and tracking performance improvements.

Diagram digitization
Stack: pytorch, OpenCV, scipy
- Solution architecture: bespoke graph-based algorithm development; graph compression by topological generalization; fully decomposed tech vision.
- AI: segmentation model training; synthetic data genereation + EDA + cleaning; review and testing of segmentation losses; training;