Machine Learning
strong knowledge of Artificial Neural Networks with wide experience in Natural Language Processing and Graph Neural Networks; some experience with Generative AI
Programming
quickly get into existing code; most of the coding done is in Python and C; worked with Torch/Torch Geometric, Keras/Tensorflow, and CUDA; basic knowledge of OOP and C++
Tools
strong knowledge of Git; wide experience in MongoDB, Plotly Dash, and REST API development, worked with Rancher, and Ray (Tune, Data); managed computational cluster
Computational Molecular Biology
strong knowledge of Molecular Dynamics and Force-Field modeling; wide experience in using VMD, NAMD, AMBER, GROMACS; basic knowledge of Molecular Docking and pharmacophore modeling
Physics & Math
wide experience in developing analytical models for (bio)mechanical processes; teaching experience in Probability and Statistics, Linear Algebra, Algorithms and Graph Theory
Languages
native in Russian, fluent in English, able to support basic communication in Spanish and German (A2)
Personal Qualities
can work independently and in a team; quickly learn new subjects; leadership and management skills; passionate about solving scientific problems and building new things
Hobbies
wine enthusiast (Level 2 Award from WSET), guitar player; alpine skier; write poems; travel the world; scientific design; do painting and miniatures building