← Back to list
Middle
Registration: 30.01.2023

Mikhail Rubinov

Portfolio

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.

Skills

SQL
PostgreSQL
MSSQL
ClickHouse
Python
Pandas
PyTorch
Scipy
Numpy
TensorFlow
PyOD
Tableau
PowerBI
Metabase
Graphana
QlikView
StreamLit
Elastic search
Big Data
Marketing Analysis
Business Planning
Marketing Strategy Development
Investment Planning
Investment Analysis
Data Analysis
Data Mining
Business Consulting
Analytical skills
Business Process improvement
Business Modeling
Increasing the efficiency of business decisions
TRIZ
Theory of constraints
Gamification
Natural Language Processing
Anomaly detection
Data engineering
Data integrations
Airflow

Work experience

Senior Engineer
since 03.2021 - Till the present day |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.
Senior business analyst
03.2017 - 02.2021 |NetCracker Technology Corp.
SQL, Python, BI tools, statistical analysis, KPI, KQI
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).
Business consultant
08.2015 - 01.2017 |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.
Principal consultant, Head of product development, Head of business development, Project manager
05.2001 - 08.2015 |Lanit, Orange Business Services, Transtelecom, Alcatel, Global One
.
Lanit: principal consultant. OBS: Head of product development, Head of business development. Transtelecom, Alcatel, Global One: project manager (PMP).

Educational background

Computer science (Masters Degree)
Till 2001
National Research Nuclear University MEPhI

Languages

EnglishUpper IntermediateRussianNative