Adamas DataHead Of Research And Development
Jan. 2019 - Jun. 2021Responsibilities:
- Product management, interaction with other teams
- Mentoring and talent development, team scaling, performance review
- Quality management, speed of delivery for product features: time to market, quality control of development, process debugging, managing user problems
- Infrastructure development Best projects:
- Recommendation system based on the website visit history
- Image search for products by visual similarity with the uploaded image
- Recommendation system based on products visual similarity
- Personal sorting of the products based on view history
- Data science research: ranking the likelihood of a customer's purchase in the next two weeks, predicting the category of the next customer's purchase, segmenting customers, predicting operational business parameters, correlation analysis of inventory Technology stack: Python 3.8, Django, Pandas, Keras, ReactJS, Ubuntu 20.04, PostgreSQL 12, Redis, ElasticSearch, Nginx, Docker, Kibana (ELK), Grafana, GitLab + GitLab CI