Position: ML Engineer / R&D / MLOps
Category: Python
English level: fluent
Years of experience: 4

Created hyper-parameter optimization system from scratch.
During this period, solved in a creative way several problems and these solutions are under publication in scientific conferences.
Past experience.

Research Assistant and Software Engineer in Technische Universität Dresden.
March 2018 - July 2020
• Hyperparameter optimization framework was developed from scratch and later turned into a Software Product Line (SPL) with a micro-services architecture;
• Performed architectural, work-flow, design decisions and code review;
• Main component-wise developments: Repetition manager (see publications below); surrogate models; optimization algorithms; reinforcement learning-based solver selection and its parameter control; benchmarking service;
• Used technologies: Python, Sklearn, Statsmodels, Pandas, Seaborn, RabbitMQ, WebSocket, Flask, Pytest; Bash, Docker, K8s, Jenkins;

Quality Assurance Engineer in Tyco International Ltd., Elpas Project
November 2016 - September 2017
• Improved the server stability by planning, executing and analyzing stress and performance tests;
• Deployed monitoring system; gathered and visualized server performance metrics; participated in the development and bug-fixing process;
• Used technologies: VMware ESXi, Zabbix, Python, Locust, PyQT, JMeter, Bugzilla, JIRA

Technical Support Engineer in ISP "Wnet"
June 2015 - June 2016
TECHNICAL SUPPORT ENGINEER
• Network monitoring, diagnostic and debugging; L2-L3 network equipment and servers configuration;
• Technical support of a corporate segment of the company; Management and leading support team;
• Used technologies: Bash, Nagios monitoring system, Networking (DNS, DHCP, OSPF, BGP, TLS/SSL, STP, IP)


I am Interested in Data Science and Machine learning-related R&D position in a company with experienced colleagues. Why experienced? First of all, I am eager to study more, to share knowledge, and to grow as a specialist. Next, I am sure that participating in the creation of an interesting and demanded product is a key to drive creativity and willing to improve it within team.
Mostly interested in R&D which implies large (commonly) product projects with new technologies. I do like also software architecture-related tasks and already have some experience here.