Origin Story
ResonTech started at ETHKyiv 2025. Sven, Kyrylo, Petro, and Ivan built a prototype decentralized GPU marketplace on Ethereum — idle GPUs as liquid compute with state channel settlement. Won the DeAI and State Channels tracks.
But we learned something unexpected: the hardest part wasn't the payment layer. It was the orchestration. Getting distributed jobs to actually run — reliably, fast, automatically — was unsolved for most ML teams.
We pivoted. Dropped the blockchain rails. Rebuilt from scratch as a proper ML infrastructure platform. Dmytro joined and the vision grew: not just a GPU marketplace, but an end-to-end ML ecosystem covering every stage of the lifecycle.
| Date | Milestone |
|---|---|
| Summer 2025 | ETHKyiv 2025 — won DeAI and State Channels tracks with a decentralized GPU marketplace prototype. |
| Summer 2025 | Pivoted from blockchain to proper ML infrastructure. Dmytro joined as Head of Infrastructure. |
| Fall 2025 | Built the core kernel, public GPU pool, workspace mounting, and per-second billing. Python SDK and web platform shipped. |
| Winter 2025 | Public pool opened to beta testers. First real training jobs — DeepLab and image model fine-tuning. Zero lost checkpoints. |
| 2026 | Beta testing managed clusters and inference endpoints. Dedicated nodes, isolated kernel, first live inference runs. |
Mission
AI teams waste enormous time managing infrastructure instead of doing science. Configuring Kubernetes clusters. Debugging NCCL errors. Recovering from spot instance preemptions. Reconciling GPU billing. Hours that should be spent on model architecture and iteration.
Our mission is to eliminate that entirely. Submit a job. Get your model back. That's it.
Values
Zero Infrastructure Headaches
Researchers should spend time on models, not kubectl. Every abstraction removes another operational burden.
Radical Transparency
Clear pricing. Honest SLAs. Real-time cost visibility. No surprise bills for idle GPUs.
Fault Tolerance as Default
Hardware fails. We build as if it will. Checkpoint recovery and automatic rescheduling are requirements, not features.
Open Ecosystem
Every major framework, every GPU vendor, your existing workflows. No SDK wrapping. No lock-in.
Team
Sven Möller
CEO & Co-Founder
EY Manager. Led transformation at UBS, Credit Suisse, Allianz. Built Swisscom tech subsidiary to CHF 2M+ B2B in yr 1. Co-founded TantumPay. Deploys private AI stacks for enterprises.
Kyrylo Gorokhovskyi
CTO & Co-Founder
20+ years in software development. Managed 100+ person engineering teams, built nationwide and European-scale projects. Expert in AI for eHealth, dataspaces, GovTech, and MilTech. Lecturer at Kyiv-Mohyla Academy.
Petro Yaremenko
COO & Co-Founder
7× hackathon winner (ETHKyiv 2024 & 2025, Solana Global Mobile, Kumekathon ×2). Expert in distributed systems — built blockchain infrastructure, open-source protocols, and production-grade backends.
Ivan Volkov
Lead Architect & Co-Founder
Architected v1 Reson.tech. Won ETHKyiv 2025 DeAI & Solana Kumekathon. CUDA pipelines, multi-GPU provisioning, NVFlare federated learning, TEEs and encrypted memory in live GPU training.
Dmytro Horskyi
Head of Infrastructure
25+ years in enterprise infrastructure. Designed large-scale distributed systems for banking and financial institutions. Deep expertise in big data, Rust, and high-throughput data pipelines.
Company Information
| Field | Value |
|---|---|
| Legal Name | Reson Tech LLC |
| Entity Type | Limited Liability Company |
| State of Formation | Delaware, United States |
| Date of Organization | February 2, 2026 |
| Filing Number | 10495328 |
| EIN | 41-4183289 |
| Registered Address | 8 The Green Ste B, Dover, DE 19901 |
| Contact | office@reson.tech |