Volodymyr Shulakov

Complex problems require elegant solutions

Creations

Synzetic

Software testing fails when realistic data doesn't exist. Teams waste time creating mock datasets or risk using production data inappropriately.

A synthetic data generation platform that produces realistic test data on demand. Novel algorithms ensure statistical accuracy while maintaining privacy compliance.

Machine Learning Distributed Systems Rust

synzetic.com code

Spatial Audio Hardware

Immersive audio experiences require expensive specialized equipment, limiting accessibility for most users and applications.

Custom hardware that transforms any standard headphones into a 7.1 surround sound system. Real-time processing algorithms handle spatial positioning with minimal latency.

Embedded Systems Signal Processing Hardware Design

code

High-performance Voxel Engine

Open-world games struggle with rendering massive environments efficiently. Traditional approaches fail to scale with world size and detail complexity.

A voxel rendering engine that handles infinite worlds. Direct Vulkan implementation maximizes GPU utilization across hardware generations.

Graphics Programming Vulkan Concurrency

code

Audio Virtualizer

macOS lacks native spatial audio processing for standard applications, forcing users to purchase dedicated software or hardware solutions.

System-level audio processing that intercepts and spatializes any audio stream. Maintains compatibility with existing applications while providing immersive sound positioning.

Audio Processing macOS Integration Rust

code

Entity Data

Game engines suffer from poor performance due to cache-unfriendly object-oriented designs and unnecessary heap allocations.

A data-oriented entity component system with zero-cost abstractions. Memory layouts optimize for cache efficiency while maintaining ergonomic APIs for rapid development.

Performance Engineering API Design Rust

code

Publications

High-Quality Tabular Data Generation using Post-Selected VAE

Shulakov, V., 2024

doi.org/10.48550/arXiv.2407.13016

Development of fuzzified neural network for enterprise bankruptcy risk estimation

Sinkovskyi, A. and Shulakov, V., 2024

Technology audit and production reserves, 3(2 (77)), pp.19-22

doi.org/10.15587/2706-5448.2024.306873

Developing a neuro-flexible mechanism of bankruptcy risk estimation based on conditional parameters

Sinkovskyi, A. and Shulakov, V., 2024

Technology audit and production reserves, 4(2 (78)), pp.20-23

doi.org/10.15587/2706-5448.2024.309963