Ekaterina Zubareva

ML Engineer

Building intelligent products, interactive systems and technology-driven experiences.

   

I'm a Software Engineering graduate from ITMO University working across machine learning, backend development, computer vision and interactive systems.

I enjoy building products where technology is not just infrastructure, but part of the experience itself.

Currently focused on:

• AI & Machine Learning
• Backend development with Python
• NLP, RAG & LLM applications
• Computer Vision
• Interactive systems & real-time tracking
• Data preparation and AI evaluation

A non-VR fantasy game controlled by a custom physical sword.

Python · Computer Vision · MediaPipe · Unreal Engine · Arduino

Real-time camera tracking translates the movement of a physical controller into in-game actions.

An AI-powered assistant for working with medical information and user queries.

Python · NLP · RAG · LLM · API

Combines retrieval-based search and language models to provide contextual responses based on a structured medical knowledge base.

A service for rapid prototyping of frontend applications.

Python · API · Docker · CI/CD · Git

Designed around reusable UI components, API integration and automated deployment.

ML components for a language-learning application.

Python · NLP · Machine Learning · Data Processing

Analyzes user interactions and learning results to adapt content and generate personalized recommendations.

ML Engineer · Shunli App 2025.05 — 2026.06

Machine learning components for personalized learning, user interaction analysis, NLP processing and recommendation systems.

AI/ML Evaluation Specialist · Skolkovo Institute 2025.03 — 2025.08

Created evaluation tasks and datasets for AI models and analyzed large-scale model outputs.

Backend Developer · ITMO University 2022.04 — 2023.08

Developed Python backend services, APIs, Telegram bots and database integrations.

ITMO University Software Engineering · 2021 — 2026