Mariia Tkachenko

Angestellt, Wissenschaftliche Mitarbeiterin, ICCAS (INNOVATION CENTER COMPUTER ASSISTED SURGERY) Universität Leipzig

Abschluss: Masters degree, National Technical University of Ukraine

Leipzig, Deutschland

Fähigkeiten und Kenntnisse

Python
tensorflow
jupyter
Machine Learning
Eye Tracking
Pupil detection
Face landmarks detection
Face detection
Digital image processing
CNN
Image classification
OpenCV
dlib
GAN
RNN
Octave
numpy
Linux
sql
rest api
C#
ASP.NET
Data Science

Werdegang

Berufserfahrung von Mariia Tkachenko

  • Bis heute 3 Jahre und 9 Monate, seit Sep. 2020

    Wissenschaftliche Mitarbeiterin

    ICCAS (INNOVATION CENTER COMPUTER ASSISTED SURGERY) Universität Leipzig

  • 1 Jahr und 7 Monate, Mai 2018 - Nov. 2019

    Machine Learning Engineer

    CoolTool

    Worked on eye tracking, face landmarks recognition, iris and pupil detection, face reconstruction. Languages and libraries: python, opencv, numpy, dlib, octave Algorithms and architectures: Linear/polynomial/logistic regression, CNN, PCA, GAN, RNN, LSTM, Inception, Resnet, Unet, clusterization, optical flow, image segmentation Frameworks: tensorflow, tensorboard, jupyterlab, jupyter notebook

  • 10 Monate, Juli 2017 - Apr. 2018

    ASP.NET Backend Developer

    IDIS (Institute of information systems development)

    Worked on government orders.

  • 11 Monate, Okt. 2016 - Aug. 2017

    Leader of startup project

    Sokur&Co

    Lead of startup project (music transcription with machine learning).

  • 3 Monate, Mai 2017 - Juli 2017

    Junior ASP.NET Backend Developer

    Vydno

    Worked on http://vydno.com/ Technologies: ASP.NET, MSSQL

  • 10 Monate, Juli 2016 - Apr. 2017

    Junior ASP.NET Backend Developer

    Hideez Ltd.

    Worked on backend mostly and frontend of https://my.hideez.com Technologies: ASP.NET, ASP.NET Core, MSSQL, JS, jQuery

  • 5 Monate, März 2016 - Juli 2016

    Junior C# Backend Developer

    Design Office Information Systems of National Technical University of Ukraine

    Worked on annual training plans. WinForms, MSSQL.

Ausbildung von Mariia Tkachenko

  • 1 Jahr und 5 Monate, Sep. 2017 - Jan. 2019

    Software Engineering

    National Technical University of Ukraine

    Faculty of Informatics and Computer Science, Department of automated information processing systems, Machine learning, game development

  • 3 Jahre und 10 Monate, Sep. 2013 - Juni 2017

    Software Engineering

    National Technical University of Ukraine

    Faculty of Informatics and Computer Science, Department of automated information processing systems, Programming, Web development, Machine learning

Sprachen

  • Englisch

    Gut

  • Deutsch

    Gut

  • Russisch

    Muttersprache

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