Anton Cherepkov Email & Phone Number

Europe

I am leading the AI team. My responsibilities include human resource management in the AI team, communication with project stakeholders, regular synchronization with the software development team, conducting internal team meetings.I implemented distributed GPU training of our Graph Neural Network + Diffusion model. I configured MLOps tools.I successfully.

Limassol, Cyprus

I was training models for Action Recognition (pick an item, put an item, etc) of customers in grocery shops, YOLOv5 for person and goods detection, Pose Estimation of customers, Unsupervised ReID of customers. I was solving the task of multi-object tracking. I was preparing data for annotation, annotation protocol. I was implementing custom tools for.

Moscow, Russia

I was conducting research on Image Editing using StyleGAN2, BigGAN, pix2pixHD models. The focus was on developing approaches of perturbating the model's parameters in order to get the image modified. The novel approach was presented at CVPR2021 Main Conference.Technologies: pytorch.

Moscow, Russia

I was training an embedding model for fashion images using Metric Learning approach. Techniques used: Knowledge Distillation, Domain Adaptation, Angular Loss, ArcFace Loss. Improved version of embedding model is being used for solving Fashion Image Retrieval problem.I improved target matrics P1@1 from 41.2% to 48.4%. My model was being used in.

Master, Applied Mathematics And Informatics

Bachelor, Applied Mathematics And Informatics, 8.0

Data Science

I took the following courses: Computer Vision, NLP, Reinforcement Learning, Crowdsourcing.