Artem Kondyukov, Artificial Intelligence (AI) Developer in Saint Petersburg, Russia
Artem Kondyukov

Artificial Intelligence (AI) Developer in Saint Petersburg, 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 and Keras, NumPy, TensorFlow). He has experience in client-server applications for laser shooting galleries (C++ and Qt). He has developed a couple of simple web services (Python and Django, Scala and Play.)
Artem is now available for hire




Saint Petersburg, Russia



Preferred Environment

Git, Jupyter, PyCharm, Linux

The most amazing...

...project I've been involved in is a machine-learning based system aiding chemists to obtain desired molecules.


  • Head of Small Molecule Drug Discovery

    2020 - PRESENT
    • Managed a team that built a web service storing data about synthetized molecules.
    • Reduced time required for product teams to reach milestones by introducing Scrum framework techniques.
    • Reached a milestone (hit identification) in a drug discovery project while leading a cross-functional team of synthetic chemists, cell biologists, and medicinal chemists.
    Technologies: Scrum, Agile, Management, Strategy
  • Data Analyst

    2016 - 2019
    • Constructed a VAE-based generative model for molecule properties optimization; used Python and Keras.
    • Implemented a library for reading, writing, and searching through molecules; used the following stack of Haskell.
    • Built a system of machine learning models to predict ways in obtaining a certain chemical molecule; used Python, Keras.
    • Managed a team that built data pre- and postprocessing pipelines. The data obtained from different databases of chemical reactions.
    Technologies: Haskell, TensorFlow, Python
  • Junior Researcher

    2015 - 2016
    Innopolis University
    • Constructed a pipeline for left ventricle segmentation on chest MRIs.
    • Developed several pipelines for segmenting lungs, clavicles, and ribs on X-ray images using CNN.
    • Initated the 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: TensorFlow, Keras, Python
  • Bioinformatician

    2014 - 2015
    Institute of Cytology and Genetics
    • 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
  • Lab Intern

    2013 - 2014
    Institute of Chemical Biology and Fundamental Medicine
    • 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.
  • Junior Developer

    2011 - 2013
    Laser Ruby
    • Built 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.
    • Developed an application to launch games on multiple-screen machines.
    Technologies: Qt, WinAPI, C++



  • Languages

    Python, Python 3, Haskell, C++, SQL, R
  • Industry Expertise

  • Libraries/APIs

    TensorFlow, WinAPI, Keras, SciPy, NumPy, Scikit-learn
  • Tools

    Git, PyCharm, Jupyter, MATLAB
  • Other

    Machine Learning, Deep Learning, Computer Vision, Artificial Intelligence (AI), Genomics, Molecular Biology, Simulations, Strategy, Computer Science, Biology
  • Frameworks

    Qt, Django, Flask
  • Paradigms

    Functional Programming, Extreme Programming, Scrum, Agile, Management
  • Platforms

  • Storage



  • Master's Degree in Bioinformatics
    2017 - 2019
    ITMO University - Saint Petersburg
  • Bachelor's Degree in Computer Science
    2015 - 2017
    Innopolis University - Tatarstan
  • Bachelor's Degree in Biology
    2011 - 2015
    Novosibirsk State University - Novosibirsk

To view more profiles

Join Toptal
Share it with others