A computer vision model automatically identifies the type of road scene (city, highway, tunnel, etc.) and weather conditions (cloudy, rain, snow, etc.) from dashcam frames, reducing the need for manual annotation.
An automated HR phone call system based on Dialogflow enables a robotic assistant to conduct initial candidate conversations: verify experience, answer job-related questions, and schedule interviews directly—without recruiter involvement.
Neural compression of PBR textures (albedo, normal, roughness, metallic) by 5–10x without visible quality loss. Faster scene loading and optimized rendering for games, VR/AR, and 3D graphics.
The system combines historical stock price dynamics analysis with company news processing to daily forecast the rise or fall of stock prices.
A pig activity monitoring system that automatically tracks animal behavior, detects early signs of disease, and estimates weight without stressful visual inspections.
We developed a system to convert Blender shaders into MaterialX format, ensuring accurate material representation during rendering through the Hydra pipeline.
Eliminating echo during screen sharing and system audio transmission in WebRTC-based video conferences using Electron on Windows.
Implementation of corporate infrastructure: configuring a unified account system, corporate email, and monitoring.
We designed a system for displaying medical images in DICOM format, supporting various projections and viewing modes.
Reducing rendering time without loss of detail through generative artificial intelligence for predicting reflection directions
We successfully integrated the Hydra rendering pipeline into Blender, enabling support for various render delegates and creating a Python API to extend functionality.
Reducing disk space costs through an efficient algorithm for detecting pixel-level duplicate images
Implementation of IT infrastructure for NoLabel: deployment of six services, support for 80 users, and ensuring high availability. Integration of Jira, Confluence, GitLab, and Proxmox.
An algorithm enabling rapid room interior editing based on a single photo: changing floor and wall materials, adding or removing furniture, while preserving accurate scene geometry and lighting shadows.
A bot for automating the preparation of weekly reports on tasks, progress, and employee effort for presentation to management.
Development of a website for an open library of materials for 3D modeling.
We designed and developed a website for a machine learning development team, focusing on showcasing ML capabilities.
A system installed on public transport that automatically detects road potholes and surface defects.
Multi-user system for rendering and editing 3D scenes in USD format.
Remote access and management of physical devices in any location. Scalable architecture with a focus on performance.
Automation of the build and testing process for 3D rendering plugins across various tools.
A platform for storing, analyzing, and visualizing 3D rendering test results with support for image comparison, performance evaluation, and real-time infrastructure monitoring.
We developed a design prototype for a VR automotive configurator interface. The project included creating a design system, developing components and screens for VR, as well as implementing an interactive interface for wheel selection and car painting.
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