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Ukraine
UTC +02:00
Ukraine/Kyiv
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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Check if Ivan is availableExpertise
Years of commercial development experience
6 years of experience
Core technologies
Other technologies
Project Highlights
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.
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.
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
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.
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.
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.
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.
Education
Higher education in Computer Science
Agency
10-50
GMT+3
Ukraine, Poland, Kazakhstan
Core Expertise
Industries
Architecture & Design, E-Commerce & Retail, Banking & Finance, Branding, design, web development
Want to hire this engineer?
Check if Ivan is available