← В ленту
Регистрация: 30.01.2023

Mikhail Rubinov

Специализация: Data engineer/scientist/analyst

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.

Скиллы

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

Опыт работы

Senior Engineer
с 03.2021 - По настоящий момент |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).

Образование

Computer science (Магистр)
По 2001
National Research Nuclear University MEPhI

Дополнительное образование

Kaggle competition top 20
01.2017 - 01.2017
Kaggle, Machine learning and Artificial intelligence
Machine learning / Data science
01.2016 - 12.2016
Coursera, Udacity
TOGAF 9.1
01.2014 - 12.2014
Microtest
TRIZ course
01.2013 - 12.2013
Ideal solutions
PMP certification
02.2006 - 02.2006
Project Management Institute, PMP
PMP certification
01.2006 - 12.2006
Project Management Institute, PMP

Языки

АнглийскийВыше среднегоРусскийРодной