Our Projects and Implemented Solutions

A selection of solutions developed by the Softellion team — from UI libraries and DevOps processes to complex web services and 3D editors.

Portfolio

AI-Based ADAS (Advanced Driver Assistance Systems)

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.

90%accuracy on the test set

>2times reduction in assessors’ per-unit work time

Portfolio

AI-Based automated HR call system

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.

Up to 70%of calls are conducted automatically

5times reduction in response time

Portfolio

Neural PBR Textures: Compression and Rendering Acceleration with Autoencoders

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.

5-10times compression without visually noticeable quality degradation

Sceneloading time reduced due to compact texture format

Portfolio

AI-Based news sentiment analysis for stock trading decisions

The system combines historical stock price dynamics analysis with company news processing to daily forecast the rise or fall of stock prices.

Outperformedthe S&P 500 index return in historical testing. The strategy generates one signal per day

Portfolio

Animal behavior monitoring system

A pig activity monitoring system that automatically tracks animal behavior, detects early signs of disease, and estimates weight without stressful visual inspections.

91%pig detection accuracy in frames using YOLOv5

65%pig identification accuracy in frames using OSNet

Preview Conversion of Blender material graph to MaterialX

Portfolio

3D Graphics

MaterialX

Conversion of Blender material graph to MaterialX

We developed a system to convert Blender shaders into MaterialX format, ensuring accurate material representation during rendering through the Hydra pipeline.

54Shaders supported

100%Materials can be converted

Preview Echo cancellation in video conferencing system

Portfolio

Web

Echo cancellation in video conferencing system

Eliminating echo during screen sharing and system audio transmission in WebRTC-based video conferences using Electron on Windows.

100%compatibility with current Electron versions

NoElectron rebuild required—minimal overhead

Preview Corporate infrastructure implementation

Portfolio

DevOps

IT Infrastructure

Corporate infrastructure implementation

Implementation of corporate infrastructure: configuring a unified account system, corporate email, and monitoring.

99%Uptime throughout the entire operational period

24/7System status monitoring

Portfolio

Web

Design

Medical imaging display system

We designed a system for displaying medical images in DICOM format, supporting various projections and viewing modes.

3Screens with different functionalities

4Display modes

Portfolio

Accelerating ray-tracing rendering with generative AI

Reducing rendering time without loss of detail through generative artificial intelligence for predicting reflection directions

Up to 5ximproved scene convergence compared to traditional ray-tracing

Preview Integration of Pixar Hydra Rendering pipeline into Blender

Portfolio

3D Graphics

Hydra

Integration of Pixar Hydra Rendering pipeline into Blender

We successfully integrated the Hydra rendering pipeline into Blender, enabling support for various render delegates and creating a Python API to extend functionality.

HydraAdded the Hydra Storm renderer

RPRAdded the RPR Hydra renderer

Preview Image storage system with deduplication

Portfolio

Web

Image storage system with deduplication

Reducing disk space costs through an efficient algorithm for detecting pixel-level duplicate images

76%reduction in stored data volume

700+ GBmonthly disk space savings

Preview NoLabel company IT infrastructure

Portfolio

DevOps

IT Infrastructure

NoLabel company IT infrastructure

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.

6Services in constant use

80+Active system users

Portfolio

AI-Based interior design editor

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.

Supportedoverlay of new materials on floor, walls, and ceiling with preservation of original shadows (OpenCV).

Preview Bot for generating project activity reports

Portfolio

Web

Bot for generating project activity reports

A bot for automating the preparation of weekly reports on tasks, progress, and employee effort for presentation to management.

80%of report preparation time saved

Chartsfor estimates, effort, and team workload

Portfolio

DevOps

Web

Open MaterialX library

Development of a website for an open library of materials for 3D modeling.

30%Active users

2 yearsActive operation

Portfolio

Web

Design

ML Demo website

We designed and developed a website for a machine learning development team, focusing on showcasing ML capabilities.

5Interactive case studies

28Fully-fledged projects

Portfolio

Pothole detection system

A system installed on public transport that automatically detects road potholes and surface defects.

92%accuracy on the test set, high robustness to weather and lighting

25frames per second - real-time video stream processing speed

Portfolio

Web

Design

Render Studio

Multi-user system for rendering and editing 3D scenes in USD format.

Automotive Head Unit Testing System

Remote access and management of physical devices in any location. Scalable architecture with a focus on performance.

5Countries where devices are deployed

>15Independent components in the architecture

Preview 3D Plugin development test environment

Portfolio

DevOps

3D Graphics

3D Plugin development test environment

Automation of the build and testing process for 3D rendering plugins across various tools.

70+Size of the test farm

3000+Automated test cases

Portfolio

Web

DevOps

Universal Monitoring System

A platform for storing, analyzing, and visualizing 3D rendering test results with support for image comparison, performance evaluation, and real-time infrastructure monitoring.

PDFexport of reports and performance review across versions and environments

CI/CDintegration and Prometheus monitoring—real-time collection of test results and metrics

Portfolio

Web

VR automotive configurator

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.

2Screens for VR

>15Components developed

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contact@softellion.com