Olena
Data Scientist, 100 000 грн
- Занятость:
- Полная занятость.
- Возраст:
- 33 года
- Город:
- Киев
Контактная информация
Соискатель указал телефон, эл. почту и LinkedIn.
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Получить контакты этого кандидата можно на странице https://www.work.ua/resumes/2873838
Опыт работы
Data Scientist (Analyst), Marketing and Project manager
с 08.2020 по 03.2023
(2 года 7 месяцев)
Playonix, Київ (IT)
Creating fraud detection partly automation system
Creating system of checking, updating and refilling data (scripts + triggers + manually checking)
Creating a game selection algorithm to maximize promo discounts
Metrics monitoring and analysis, deep researching hypothesis
Rebuilding affiliate working flow and managing it
All marketing communications with partners, providing a full cycle of marketing campaigns
Technical communication with partners and inner team; task setting, monitoring and testing for both sides
Product Analyst (Modelist)
с 03.2020 по 06.2020
(3 месяца)
Genesis, Київ (IT)
Revenue forecasting model
Creating and updating user behavior analytics system, testing and documenting it
Optimizing issuing algorithm for match/finder
Creating graphs/dashboards
Hypothesis testing, data checking
Data Scientist
с 03.2018 по 03.2020
(2 года)
airSlate, Kyiv (IT)
Helping with developing union words/rows in rows/paragraphs algorithms
Developing general documents structuring algorithm
Developing algorithm for adding fillable fields on pdf document
Developing algorithm for finding document revision date
Checking A/B, A/B/C tests; aggregation and comparison documents/users stats; association rules and collaborative filtering
Data bug fixing
Data Scientist (Machine Learning)
с 09.2017 по 02.2018
(5 месяцев)
EOS DATA ANALYTICS, Киев (IT)
Development comparison algorithm for binary images.
Development crop calendar visualization algorithm on ndvi index.
Mathematician (Modelist)
с 12.2016 по 08.2017
(8 месяцев)
PDFFfiller Inc., Киев (IT)
Development and implementation of checking algorithm for user activity increase
Development and implementation of optimal calculation and increase max cpc algorithm for keywords without information in AdWords
Retrieve, aggregate, calculate variables and predictions for data from Adwords and databases
Python Developer (Mathematician, DataScientist)
с 09.2016 по 12.2016
(3 месяца)
WinProSolutions, Киев (IT)
Determination of dynamic scope for recommendational models’ results.
Development and implementation of the model A/B/n testing.
Development and implementation of generalization index model for site performance
Mathematician, Statistical Data analyst
с 04.2016 по 08.2016
(4 месяца)
“TenViz” LLC, Киев (IT)
Development and implementation of statistical algorithms based on ssa methodologies (component analysis, reconstruction, forecasting)
Development and implementation of algorithms for analyzing the financial indicators data set structure
Development and implementation of rotation charts algorithm
Junior C/JavaScript developer
с 11.2015 по 04.2016
(5 месяцев)
“Softevol” developer teem, Киев (IT)
Implementation of the interface part of the reporting system
Combining of data from three systems (Upwork, Elance and internal) using C, NodeJS, JavaScript
Junior Data Scientist
с 07.2015 по 09.2015
(2 месяца)
“Active Wizards” LLC, Киев (IT)
Implementation of classification and regression tasks based on the basic machine learning algorithms (using pyspark, scikit-learn)
PhD
с 11.2013 по 10.2016
(2 года 11 месяцев)
Kiev Taras Shevchenko National University, Kiev (Державні організації)
Junior Research Fellow
с 11.2013 по 08.2016
(2 года 9 месяцев)
International Mathematical Center National Academy of Sciences of Ukraine, Kiev (Державні організації)
Research, construction of mathematical models and implementation of them (Fortran). Preparation, interpretation and presentation of results of the calculation model for the specific mechanical problems.
Head of department “Information systems technical support”
с 06.2013 по 10.2013
(4 месяца)
State establishment “State Library of Ukraine for Youth”, Вся Україна (Державні організації)
Library information system maintenance.
Coordinating development of the library site using PHP. Site pages marking in HTML. Big volume data structuring.
Leading software engineer
с 02.2013 по 06.2013
(4 месяца)
State establishment “State Library of Ukraine for Youth”, Київ (IT)
All library computers software support.
Windows Form creating using MS Visual Studio.
Working with Google Sites and Google Docs.
Образование
Kiev Taras Shevchenko National University
Mechanics and mathematics (mechanics), Kiev
Высшее, с 2007 по 2013 (5 лет 9 месяцев)
Дополнительное образование и сертификаты
Introduction in programming on Python
2015, 5 mounth
Introduction in Big Data with Apache Spark
2015, 2 mounth
Scalable Machine Learning
2015, 2 mounth
Introduction to Computational Thinking and Data Science
2015, 2 mounth
Introduction to Probability – The Science of Uncertainty
2016, 4 mounth
Development and analysis of algorithms
2016, 2 mounth
Financial Management
2015, 2 mounth
Analyzing and Visualizing Data with Excel
2015, 3 mounth
Basis websites and web applications development
2016, 1 mounth
SQL- queries for beginners
2016, 1 mounth
Fundamentals of Information Security
2016, 2 mounth
Fundamentals of Software Testing
2016, 2 mounth
Jumping into app development on JavaScript
2016, 1 mounth
Psychology of stress and how to deal with it
2016, 2 mounth
Communication tools in reputation management
2016, 2 mounth
Basic Web UI development
2016, 2 mounth
Знания и навыки
Знание языков
- Украинский — свободно
- Русский — свободно
- Английский — выше среднего
Дополнительная информация
Personal qualities:
- Attentive
- Thorough
- Intelligent
- Accurate
- Work independently
- Able to learn quickly
Hobbies:
- “Petrikivsky rospis”
- Hand Made
- Reading
- Photography
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