Hi, I am Andrei Vladimirovich Konstantinov and this is my personal website.

I am originally from Saint-Petersburg, Russia. Having completed my undergraduate education at Peter the Great Polytechnic University with a major in Applied Mathematics, my academic pursuits have been primarily focused on developing expertise in areas including machine learning, computer vision, and data science.

Academia

  • Publications

    Journals Conferences Preprints
    ~27 ~16 ~9

  • Theses

    • PHD (in progress) Research and development of new Interpretable Machine Learning Models based on Compositions of Weak Base Models.

    • Masters degree (2020) Research and development of new Deep Gradient Boosting algorithms for solving high-dimensional problems.

    • Bachelor degree (2018) Algorithm and software implementation of the level set method for solving the problem of semi-automatic segmentation of medical images.

Other

Outside of academia, I enjoy in playing the guitar and piano. Being a part of a debate team taught me valuable skills such as critical thinking, public speaking, and active listening; meanwhile, managing a student video department allowed me to express creativity through filmmaking and storytelling.