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Mykhailo Y.
Last update: 03 May 2019
SENIOR /team lead
Leading Data Scientist
The data scientist with back-end development skills.
Has a strong general computer science background, as well as plenty of experience with Python, SQL storages and other server side-related technologies; has worked on Machine Learning, Computer Vision tasks, using scikit-learn, matplotlib, scipy, pandas and other.
All rates are indicative, annual rate includes 20% discount
20% discount on yearly basis
GMT+2 East Europe
Kharkiv, Ukraine

EXPERIENCE

Industry Experience

Big Data, Fashion & Style, Electronics & Equipment, Construction & Real estate, Sports & Fitness

Product Experience

A complex Data Science project, Big Data Analytics system, development of the website, AI- and NLP-driven language learning solution, security service, app for tracking and analyzing running activities

PORTFOLIO HIGHLIGHTS

Feb `19 – Feb `18

1 year

Geo data processing

Data science engineer

- Research; - Model building; - Development.

SeeTree.ai

Processing of images with trees fields to measure the vegetation index in dynamics. Creating a library to automatically align the rasters that were captured with the time difference. Creating and tuning Neural Network for tree crops segmentation on RGB and Multispectral data. Developing images alignment algorithm that uses neural network inside and results of raster segmentation to get alignment accuracy lower than 30 cm at images that were captured from 60-120m height.

Technologies Stack:

OpenCV Python TensorFlow

Industry:

Big Data

Product:

A complex Data Science project

Jan `18 – Feb `18

1 month

Classification of objects on wedding images

Data science engineer

- Developing tools for interaction with external services API; - Researching; - Testing; - Maintenance.

Detection, recognition of various objects on wedding images for wedding albums creation. Classification of dresses based on features for better conversion of wedding dresses producers

Technologies Stack:

OpenCV Python TensorFlow

Industry:

Fashion & Style

Product:

Big Data Analytics system, development of the website

Oct `17 – Dec `17

2 months

Prediction of testing time

Data science engineer

- Data preprocessing (Pandas, Scipy, Matplotlib); - Reduction dimensionality of data (Keras, PCA, ICA); - Testing time prediction (XGBoost).

Prediction of car electronic testing time

Technologies Stack:

Python Numpy Python SciPy

Industry:

Electronics & Equipment

Product:

AI- and NLP-driven language learning solution

Aug `17 – Oct `17

2 months

People detection in the swimming pool

Data science engineer

- Testing different Neural nets architectures (YOLO, SSD, FasterRCNN); - Creating additional dlutils for image preprocessing (numpy, opencv)

People detection in the swimming зool to control their number for security service.

Technologies Stack:

Flask Python TensorFlow Caffe

Industry:

Construction & Real estate

Product:

security service

Apr `17 – Aug `17

4 months

Football objects tracking on streaming video

Data science engineer

- Research; - Development; - Testing; - Maintaining.

TraceUp

The client’s goal was to give professional football analytics for amateur players. Our team designed video processing engine for a people detection and tracking on a football field with further statistics gathering. Our solution combines video, sensors, and artificial intelligence into a single easy-to-use application that makes coaching, player development, and recruiting hassle free.

Technologies Stack:

Ajax CSS JavaScript jQuery OpenCV Python Tornado Bootstrap HTML

Industry:

Sports & Fitness

Product:

app for tracking and analyzing running activities

EDUCATION

PSTU

Master degree in Engineering

Data science and Blockchain agency #576

10-50
Kharkiv, Ukraine
GMT+2

Industries

Banking & Finance, Advertising & Marketing, Statistics & Atalytics, Blockchain & Cryptocurrency, Data Science & Machine Learning, Big Data

Quantum develops solutions with complicated architecture from scratch. Quantum serves world leaders like Rubicon Project, Nutanix, UCB, etc.

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