Full-stack developer2018 - PRESENTBoston Consulting Group
Technologies: Git, Make, Docker Compose, Docker, AWS Athena, AWS S3, Celery, Redis, Nginx, Selenium, Pytest, Gunicorn, Pandas, jQuery, Bootstrap, Django, Python
- Developed a single page web app for visualizing machine learning and optimization results.
- Developed REST API for serving data to web app.
- Deployed using docker-compose and make for service life-cycle management (updating, restarting, etc.).
- Dockerized automated web app tests with Selenium.
CTO2018 - PRESENTBlocktrade.com
- Managed a team of developers.
- Created technical specification for development.
- Developed a low latency matching engine.
Team Lead2016 - 2018Bitstamp
- Reduced technical debt.
- Integrated 3rd party services into trading platform.
- Developed new features.
- Improved overall platform performance.
Researcher2010 - 2016Jozef Stefan Institute
- Created machine learning pipeline for prediction of student academic failure in Python and scikit-learn.
- Worked on a multi-objective optimization algorithm for a home automation system with the aim to reduce the cost and increase comfort.
- Published a paper in a scientific journal on a novel machine learning algorithm.
- Implemented an algorithm for extracting common agent strategies in a multiagent environment.