Projects
Some things started as a question from my own life. Others came from conversations with people trying to do their work better.
Chota
The company I co-founded with Vladislav Sologubov. We develop AI products and custom software. My work spans product strategy, business development, customer conversations and delivery.
Visit project ↗Chota Agents
AI agents for customer messages, enquiries, bookings and connected business workflows. The aim is to give people back time spent on repetitive work.
Visit project ↗OpenSI
An assistant for working with scientific papers and your own reading material. You can ask a question, compare findings across papers, or upload a book and discuss it in a chat. We are building OpenSI so you can follow an explanation back to its sources and check what it is based on.
Visit project ↗Literature-search bot
An early student assistant for finding answers in study materials and literature. Working on it brought us to retrieval: finding relevant sources before asking a model to produce an answer.
Background ↗RAG for a university
A web and Telegram assistant I created for applicants and parents at Grodno State Medical University. It retrieves relevant passages from the university's admissions materials and uses them to answer questions. Grodno Plus reported on the project on 22 June 2026.
Background ↗Enterprise knowledge search
RAG systems that retrieve relevant material from a company's documents and use it as context for an answer. The important work is in the sources, access controls, references and checking the quality of retrieval.
Visit project ↗Repetly — Closed
A workspace for independent tutors: scheduling, payments, homework, chat and reminders. I founded it to bring the administrative side of teaching into one place.
Visit project ↗Chota Atlas
An educational 3D anatomy atlas.
Visit project ↗Medical study channels
My network of Telegram channels for medical students: a main study channel and dedicated channels for anatomy, histology, biochemistry and physiology.
Visit project ↗OsTrace
A project exploring how AI can highlight possible fractures in X-rays. OsTrace runs locally, accepts images and DICOM files, and has web and desktop interfaces. Its output is a model suggestion, not a medical diagnosis.
Visit project ↗Codex Caps Lock
A small Mac utility that turns the MagSafe or Caps Lock light into a status indicator for Codex and Claude Code. It shows when an agent is working or needs attention, without changing what you type. Sometimes a light is all the interface you need.
Visit project ↗