Last updated: 2026-08-26
I'm broadly interested in how the technologies work and ultimately - the world.
Previously being immersed into maths, physics and biology, now I explore machine learning and artificial intelligence as a whole, not forgetting also to expose myself to music, long-waiting humanities (philosophy, sociology, psychology, ...) and volunteering in organizing different communities.
Machine Learning (PyTorch, Python, MLflow, Dagster, Docker)
Machine Learning (Python) and Software Engineering (Java) for automatic spam/phishing email detection
Big data processing for economics (Python, GIS) — KOF / public economics
Generative AI, agents, and data engineering — Hugging Face, IBM, DeepLearning.AI, Neuromatch
Computational Science and Engineering, specialization in Robotics
Applied Mathematics and Physics with advanced program, specialization in Bio- and Computational Physics
Bot allowing users to smartly search over the chat history and answer, using RAG and LLM
Bot allowing users to add and vote on the books/films, with extended security and admin capabilities
Website for RuKAV, connecting Russian-speaking students, employees and alumni of ETH, UZH and other institutions in Zurich
Explored ways for constructing Graph Neural Networks to work with the graph data having multiple node/relation types while using advantages of the embeddings into hyperbolic space - for tasks like fraud detection. Grade 5.5/6.
Setting up a pipeline to process light-map GeoTIff and communal borders' GIS (QGIS) data for economic analysis of the COVID-19 pandemic restrictions
Implemented hierarchical Bayesian network on TensorFlow labeling handwritten digits using group-wise similarity
Implemented and analyzed GPU-based feature matching (80x faster than CPU). Literature review on the modern approaches for describing and matching images in computer vision.
Analyzed and compared different approaches to modern recommendation systems. My part was based on Graph Neural Network.
Physically-credible efficiently optimized on C++ simulation of the boat floating on water waves.
Designed flexible pipeline of search of the most similar input biological ligands/targets/complexes in various databases.
Automatization and optimization of microscopy of cells.
Research of data compression for 3D temporal images of fish embryo development.
Server-client architecture where server performs Cron and parallel gzip operations on clients' requests
Running in randomly generated labyrinth with stalking huge scary snowmen to be killed by throwing snowballs
Check out different records
Maintaining the website, including its redesign. Moderating WhatsApp chats
Develop the group (revived it in 2022 from ~100 members), organise meetings, moderate the main chat and many per-activity subchats, manage its IT-support (Telegram setup and bots),
Setting up the strategy, distributing tasks, organising meetings. See website (developed also by me) for more info.
Organisation of the activity of the admins’ group (10-20 members) (2020-2025), responsible for check of students’ documents (CV/cover letters) and posting internships. Telegram group @mipt_internships and VK (obsolete)
Teaching schoolchildren, mostly 1-to-1, though also have experience of a class teaching in a school camp
Awardee of many school olympiads up to International and all-Russian level in physics, mathematics and economics (Gold at IJSO-2012 in Iran, Silver at Romanian Master’s 2014, Gold at Zhautykov Olympiad 2015 in Kasachstan)
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