← Ivan Kochergin · ·

Projects

Things I built outside of work — deployed assistants, developer tools, and ML infrastructure.

Letovo Admissions AI Agent

Deployed

Sole developer

In use by prospective families and staff at Letovo School.

  • An assistant answering questions on admissions and student life over the school knowledge base.
  • In use by prospective families and staff at Letovo School.
  • RAG
  • LLM
  • Python

Algolume

algolume.kochergin.me

Independent project

Algorithm visualisation platform.

  • A Python engine that traces code line by line, so every operation can be replayed step by step.
  • A graph neural network that identifies which algorithm a submitted file implements and loads the matching visualisation.
  • Python
  • Graph neural networks
  • Next.js

BOOML

booml.ru

Backend and infrastructure lead · 14-person team

Collaborative ML platform.

  • Built the Django services and execution engine behind GPU-backed notebooks.
  • Ran a 4× NVIDIA H200 training cluster for the platform.
  • Django
  • Multi-GPU
  • NVIDIA H200
  • Infrastructure