Summary

Expertise

Project Highlights

Education

Agency

II

English:

Advanced

Ivan I.

vetted by Youteam

Vetted by YouTeam

Ukraine

UTC +02:00

Ukraine/Kyiv

English:

Advanced

Data Scientist, interested in Machine Learning and Computer Vision research.

Data Scientist with more than 5 years of experience, interested in Machine Learning and Computer Vision research. I have an academic background in Mathematics, and experience in data analytics, software engineering, and machine learning. Fan of a data-driven approach, enjoy communication with team members and stakeholders, and excited to work on challenging and innovative projects.

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Expertise

Years of commercial development experience

6 years of experience

Core technologies

Python 6 years
Data Scientists 6 years
PyTorch 4 years
pandas 6 years
Data Analyst 6 years
Docker 6 years

Other technologies

Data Scientists
Kubernetes
Python
Machine learning Engineer
Docker
PyCharm
pandas
Data Analyst
PyTorch

Project Highlights

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Senior Data Scientist

Surprise

Aug `20 - Present

4 years

Under NDA

The online brand shop for famous brands buying and gifts sending

Responsibilities & achievements

- Perform graph algorithms to calculate user proximity for social feed ranking. - Provide data insights and visualizations to stakeholders and product teams. - Coordinate recommendation system implementation and design of features for explicit user feedback collection. - Collaborate with other data scientists on fraud detection using unsupervised learning.

Data Scientists
Python
Machine learning Engineer
pandas
Data Analyst
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Data Scientist

Mining Company

Dec `19 - Aug `20

8 months

Canadian company

A large company that works with mining of mineral resources in Canada.

Responsibilities & achievements

• Predictive maintenance for high-pressure fuel pumps. • Truck allocation optimization.

Data Scientists
Data Warehousing
pandas
Data Analyst
PyTorch
icon
Data Scientist

Coop

Jan `19 - Nov `19

10 months

Company from Denmark

Coop Denmark is the country's leading retailer with more than 1,000 stores throughout Denmark.

Responsibilities & achievements

- Worked on recommendation engine POC and member behaviour clustering. - Performed data analysis and communicating results with product owners. UCU, research

Data Scientists
Data Analyst
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Data Scientist, Master thesis

UCU

Sep `18 - Jan `19

4 months

Under NDA

Stable and efficient video segmentation via GAN predicting adjacent frame product

Responsibilities & achievements

• Proposed opportunity of stable video semantic segmentation without annotated video dataset. • Synthesized adjacent frame and segmentation mask using a generative adversarial network. • Suggested stability metric for video semantic segmentation.

Data Scientists
Python
Data Modeling
Machine learning Engineer
Data Analyst
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Data Science Assistant

Israel Tech College

Jun `18 - Sep `18

3 months

Under NDA

Fellows program to work on Data products and analysis of databases

Responsibilities & achievements

• Created solutions for the exams, checked up on students’ solutions and provided feedback afterwards. • Topics: data exploration, statistics, dimensionality reduction, clustering, hypothesis testing, decision trees.

Data Scientists
Data Backup
Data scraping
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C++, Data Science Assistant

HERE

Oct `17 - Jun `18

8 months

Under NDA

HERE, a location data and technology platform, moves people, businesses and cities forward by harnessing the power of location. By leveraging our open platform, we empower our customers to achieve better outcomes - from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.

Responsibilities & achievements

- implemented rendering features for navigation. - Solved implementation errors, and created and fixed integration tests.

C++
Data Modeling
Data Analyst
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Data Analyst

JustAnswer

Apr `16 - Oct `17

2 years

Under NDA

Online service for connecting users with different specialists from like lawyers, doctors, engineers etc

Responsibilities & achievements

- Analyzed results of A/B tests, and provided insights and decisions regarding feature implementation. - Worked with the Loyalty team to identify and analyze key business problems and opportunities. - Driven member segmentation analysis, including acquisition, retention measurement, and LTV projections. - Mentored and onboarded new data analysts.

Data Scientists
Data scraping
Data Analyst

Education

Higher education in Computer Science

Agency

Web & Mobile Development agency #3136

10-50

GMT+3

Ukraine, Poland, Kazakhstan

Core Expertise

AngularJS
Django
Express.js
Flask
JavaScript
Node.js
Python
React.js
TypeScript
Unity or Unity3D
Automated Testing
Golang
Manual testing

Industries

Architecture & Design, E-Commerce & Retail, Banking & Finance, Branding, design, web development

Want to hire this engineer?

Check if Ivan is available