Працювала в 10 компаніях   9 років 7 місяців

IT, Державний сектор

Data Scientist (Analyst), Marketing and Project manager

Playonix

IT

2 роки 8 місяців

07.2020 - 03.2023

  • 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)

Genesis

IT

3 місяці

03.2020 - 05.2020

  • Revenue forecasting model

  • Creating and updating user behavior analytics system, testing and documenting it

  • Creating graphs/dashboards

  • Data checking

Data Scientist

airSlate Inc.

IT

2 роки 1 місяць

02.2018 - 02.2020

  • 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)

EOS Data Analytics

IT

6 місяців

08.2017 - 01.2018

  • Development comparison algorithm for binary images.

  • Development crop calendar visualization algorithm on ndvi index

Mathematician (Modelist)

PDFfiller.com

IT

9 місяців

11.2016 - 07.2017

  • 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

Python Developer (Mathematician, Data Scientist)

WinProSolutions

IT

3 місяці

08.2016 - 11.2016

  • Determination of dynamic scope for recommendation 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

“TenViz” LLC

IT

5 місяців

03.2016 - 07.2016

  • 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 Research Fellow

International Mathematical Center National Academy of Sciences of Ukraine

Державний сектор

2 роки 10 місяців

10.2013 - 07.2016

  • 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.

Junior C/JS developer

Softevol developer team

IT

6 місяців

10.2015 - 03.2016

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

“Active Wizards” LLC

IT

3 місяці

06.2015 - 08.2015

Implementation of classification and regression tasks based on the basic machine learning algorithms (using pyspark, scikit-learn)

Ключова інформація

  • Data Analytics (Web, App, User life cycle, Marketing, A/B testing)

  • Data Visualization (Tableau, Metabase, Data Studio)

  • Data Researching, Descripting and Transforming

  • Data Science, Machine learning (clasterization, regression, NLP)

  • Mathematical Modeling (analytical and numerical algorithms), Statistics

  • Research and Optimizing algorithms

  • Python (Pandas, NumPy, SciPy, Scikit-Learn, NLTK, spaCy, PySpark, Cython)

  • R (RSSA, dplyr, RAdwords, stats, ggplot2)

  • SQL (MySQL, PostgreSQL, BigQuery), json, HDF5

  • Git, Docker, Kubernetes

  • C/C++, HTML, CSS, JavaScript, Fortran

Навчалась в 1 закладі

Taras Shevchenko Kiev National University

Mechanics and Mathematics department

Kiev, 2016

Володіє мовами

Англійська

вище середнього

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Російська

вільно

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Українська

рідна

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Курси, тренінги, сертифікати

Introduction to Probability – The Science of Uncertainty

Kiev, 2016

Development and analysis of algorithms

Kiev, 2016

Basis websites and web applications development

Kiev, 2016

SQL- queries for beginners

Kiev, 2016

Fundamentals of Information Security

Kiev, 2016

Jumping into app development on JavaScript

Kiev, 2016

Psychology of stress and how to deal with it

Kiev, 2016

Communication tools in reputation management

Kiev, 2016

Basic Web UI development

Kiev, 2016

Financial Management

Kiev, 2015

Analyzing and Visualizing Data with Excel

Kiev, 2015

Introduction in programming on Python

Kiev, 2015

Introduction in Big Data with Apache Spark

Kiev, 2015

Scalable Machine Learning

Kiev, 2015

Introduction to Computational Thinking and Data Science

Kiev, 2015

Додаткова інформація

Scientific activity

  1. 2013-2016, Postgraduate student, Taras Shevchenko Kiev National University, Mechanics and Mathematics department.
  2. November 2013-August 2016, Junior Research Fellow, International Mathematical Center National Academy of Sciences of Ukraine.
  3. 7 publications.
  4. 2 scholarship grants.
  5. More than ten seminars, conferences and forums.

Personal qualities

  • Attentive
  • Thorough
  • Intelligent
  • Accurate
  • Analytically minded
  • Able to learn quickly

Hobbies and interests

  • "Petrikivsky rospis"
  • Hand Made
  • Reading
  • Photography

Olena

Data Scientist/Analyst

Київ

2 750 $

35 років

повна зайнятість

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