Mikhail Rubinov
Портфолио
Ventra Employment
- Data engineering with Airflow: 40+ DAGs, Complex analytical ETL processes incl. ML pipelines. Data integrations with many services incl. Yandex, VK, Google, Elastic, Bitrix. - ML modeling of recomedation system, and other models. - Dashboards.
NetCracker Technology Corp.
Data analysis, development of models based on big data, including models of human behavior. Decision support with analytical materials. Automatic scoring of decisions, development of web applications for analysis. Dashboards. Search for anomalies and atypical cases in the data. Insight interpretation. Justification of decisions. KPI analysis. Analysis of the cultural environment. Automated recognition of emotions in texts and speech. language models. Search for information by meaning. Automatic generation of texts. Optimization of texts and pictures. I use at an advanced level: SQL, Python, BI tools, statistical analysis, KPI and KQI. I work with big data, both in the database and in Data Lake. I create dashboards and custom visualizations (in Python).
HUAWEI
Business decision support and development of relationships with key customers. Business plans, business cases. Analytics, search for new niches. Justification of decisions with full analysis. Preparation of analytical reviews and references. Development of draft decisions on strategic issues. Project management for the implementation of BI business analysis systems in narrow, but extremely important areas. Real-time performance graphs. Search for "black holes" of business. Data analysis.