Artem Kondyukov

Artem Kondyukov

Kazan, Russia
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Artem Kondyukov

Artem Kondyukov

Kazan, Russia
Member since May 11, 2016
Artem has a wide range of interests, mainly in the realm of machine learning applications for computer vision. He has been developing pipelines for computer-aided diagnosis systems (CNN; Python+keras, NumPy, TensorFlow). He has experience in client-server applications for laser shooting galleries (C++/Qt). He has developed a couple of simple web services (Python+Django, Scala+Play).
Artem is now available for hire
Portfolio
Experience
  • Python, 2 years
  • Bioinformatics, 2 years
  • Python 3, 1 year
  • Deep Learning, 1 year
  • C++, 2 years
Kazan, Russia
Availability
Part-time
Preferred Environment
Linux, PyCharm, Jupyter, Git
The most amazing...
...project I've been involved in is a computer-aided diagnosis system for X-ray image analysis.
Employment
  • Junior Researcher
    Innopolis University
    2015 - PRESENT
    • Developed a pipeline for left ventricle segmentation on chest MRIs.
    • Developed several pipelines for segmenting lungs, clavicles, and ribs on X-ray images using CNN.
    • Began development on a bone suppression system based on neural network regressors.
    • Conducted research in the field of X-ray image segmentation.
    • Took part in ISBI 2016 so as to build my professional network and dive into current trends in medical imaging.
    Technologies: Python, Keras, TensorFlow
  • Bioinformatician
    Institute of Cytology and Genetics
    2014 - 2015
    • Developed a pipeline for sequencing data analysis (finding single nucleotide polymorphisms and their potential roles in behavior).
    • Performed molecular biological routines.
    • Developed a pipeline for primer design using the existing software and databases.
    Technologies: Python 2.7, PCR
  • Lab Intern
    Institute of Chemical Biology and Fundamental Medicine
    2013 - 2014
    • Performed molecular biological routines.
    • Used short-read aligners so as to build phage genomes.
    • Utilized databases for genome scaffolding and gene detection and annotation.
    • Employed cluster analysis for phylogeny tree construction.
    Technologies: PCR, BLAST, PhAnToMe, Bowtie
  • Junior Developer
    Laser Ruby
    2011 - 2013
    • Created a cross-platform server-client application for controlling multiple screens in laser shooting galleries.
    • Created a game for evaluating guard knowledge.
    • Maintained and documented existing and developing software.
    • Created an application to launch games on multiple-screen machines.
    Technologies: C++, Qt 4.6, WinAPI
Experience
Skills
  • Languages
    Python, Python 3, MATLAB, SQL, C++
  • Misc
    Bioinformatics, Deep Learning, Machine Learning
  • Libraries/APIs
    TensorFlow, SciPy, Scikit-learn, NumPy
  • Frameworks
    Django
  • Paradigms
    Functional programming, Extreme programming
  • Storage
    PostgreSQL
Education
  • Bachelor's degree in Computer Science
    Innopolis University - Tatarstan
    2015 - 2017
  • Bachelor's degree in Biology
    Novosibirsk State University - Novosibirsk
    2011 - 2015
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