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Alina B.
Last update: 17 Oct 2018
JUNIOR
Data Scientist specialized in NLP and Machine Learning
A professional with 4-year experience in InformationTechnology including one year specializing in data science. Alina has a solid background in Python programming, always approaching business problem first, trying to gain domain understanding, keeps her code readable and explains project stages in simple terms. Eager to encourage others to work together and to take on leadership responsibilities in both formal and informal group settings.
All rates are indicative, annual rate includes 20% discount
20% discount on yearly basis
GMT+3 Middle East
Lviv/Ukraine

EXPERIENCE

Industry Experience

E-Commerce & Retail, Education & Science, Logistics & Transportation, Information services & Technologies, Fashion & Style

Product Experience

Search engine for web page, Analytics, Product categorization assistant, Apparel recognition system, Productivity tool, A social e-commerce platform, Customer segmentation

PORTFOLIO HIGHLIGHTS

Feb `17 – Present

1 year

Search engine for web page

Data scientist

Large children’s goods and toys e-commerce and retailer

Developed proof of concept.

Technologies Stack:

Python

Industry:

E-Commerce & Retail

Product:

Search engine for web page

Nov `16 – Present

1 year

Anomaly detection model

Data scientist

Startup company

Anomaly detection model for newly discovered data.

Technologies Stack:

Python

Industry:

Education & Science

Product:

Analytics

Jan `17 – Jan `17

Title categorization

Data scientist

Large logistic company

It was title categorization for moderate-size product English text data.

Technologies Stack:

Python

Industry:

Logistics & Transportation

Product:

Product categorization assistant

Nov `16 – Dec `16

1 month

R&D research

Data scientist

A large clothes retailer

Apparel type and color detection for a fashion retailer. Tweaked ResNet model to achieve better results, research and fix fallacies on both front and back-end for the product demo.

Technologies Stack:

CSS Flask Python HTML

Industry:

E-Commerce & Retail

Product:

Apparel recognition system

Oct `16 – Oct `16

Text and geometric shapes detection

Data scientist

Full-lifecycle product development services leader

Developing a computer vision tool that detects the object mouse that is pointing at: text, button, etc.

Technologies Stack:

OpenCV Python

Industry:

Information services & Technologies

Product:

Productivity tool

Sep `16 – Oct `16

1 month

An algorithm to enable automatic picture segmentation

Data scientist

SF-based startup company

Human body shape segmentation on visually similar background for customers to try out apparel distantly. Developing preprocessing step for better color hue and shade separation incl. morphology transformation, adapting channels: histogram equalization and image filters. Utilized GrabCut as final image segmentation step.

Technologies Stack:

OpenCV Python

Industry:

E-Commerce & Retail

Product:

A social e-commerce platform

Jun `16 – Jun `16

Customer segmentation and prediction model

Data scientist

An international fashion house

Predicting VIP Customer by first purchase, visualizing sales per chord diagram.

Technologies Stack:

Python

Industry:

Fashion & Style

Product:

Customer segmentation

EDUCATION

National University of Kyiv-Mohyla academy

Master’s degree – Sociology

Kyivstar Big Data school

Сompleted courses - 6-module Machine Learning, Big Data and deep learning class with final Project

National Technical University of Ukraine “Kyiv Polytechnic Institute”

Applied Computer Science track of the Summer school “Achievements and Applications of Contemporary Informatics, Mathematics and Physics”

Stanford University Online (Online courses)

Сompleted courses - Statistical Learning MOOC

Data Science agency #120

400+
Lviv/Ukraine
GMT+3

Industries

Business & Productivity, Logistics & Transportation, E-Commerce & Retail, Human Resources & Career, Advertising & Marketing, Statistics & Atalytics, Fashion & Style, Kids & Childcare, Healthcare & Medicine

Data Science, Machine Learning, Deep Learning, Predictive Analytics, Natural Language Processing, Computer Vision

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