#cv #machinlearning #datascience

Hello, my name is Anton. I worked in the IT industry for over 13 years, of which my first 7 years were in the field of software testing and for the last 6 years, I am working in the field of machine learning. I experienced various machine learning algorithms, ranging from classic algorithms (Linear Regression models, Decision trees, etc.) to complex neural networks (U-net, Transformer models). Based on the models, I created high-loaded services (the number of active users was several million). I worked with various monitoring systems (Prometheus, Grafana, ELK stack) and machine learning lifecycle platforms (MLflow, K8s, DVC, Docker, Gitlab, Jenkins). When creating services, I always cover them with tests using Pytest, and Locust. My experience also includes training colleagues in new technologies (presentations and workshops), and mentoring interns who later became junior employees of the company.