On-chain trading infrastructure
Low-latency signal, execution, and risk systems operating directly against DEX and market venues.
RustSolanaExecution
AI × Blockchain// Studio · Bucharest
EngineeringIntelligence.
A research studio at the seam of artificial intelligence and blockchain — a team backed by a founder with a decade in the space. Custom models, high-velocity on-chain infrastructure, and trading systems, from concept to deployment.
Bucharest, Romania44.4268° N, 26.1025° EScroll
Capabilities/ 01
01
Artificial Intelligence
Models you own, running on infrastructure you control.
- Custom & fine-tuned language models
- Private inference & deployment pipelines
- Autonomous agents and tool-use systems
- Retrieval, evaluation, and guardrail design
02
Blockchain
High-velocity on-chain systems, audited and gas-optimized.
- Solana programs in Rust
- Ethereum smart contracts in Solidity
- DeFi, NFT, and DAO architecture
- On-chain trading & execution infrastructure
DEV→
Software Engineering
Web platforms, applications, and SaaS — architected from concept to deployment.
CHAIN→
Smart Contracts
Audited, gas-optimized contracts on Solana (Rust) and Ethereum (Solidity).
INTEL→
Applied AI
Custom models, private inference, and agentic systems built for real workloads.
TRADE→
Trading Systems
Signal, execution, and risk infrastructure for on-chain and market operations.
Selected Work/ 02
2015
Building in crypto since
10+
Years shipping production systems
2
Chains, native (Solana · Ethereum)
∞
No limits — concept to deployment
Custom model deployment
Private, fine-tuned language models served on controlled inference infrastructure — no third-party dependency.
LLMInferenceAgents
Protocol & contract engineering
Audited, gas-optimized smart contracts spanning DeFi, NFT, and DAO architectures.
SolidityDeFiAudit
Founder/ 03
Razvan “Spiry”CEO
Paun Gabriel Razvan
Founder & CEO
The founder behind Spiry Research — a decade building across AI and blockchain.
Razvan founded Spiry Research and leads its team across software, blockchain, applied AI, and trading systems — from first architecture to production deployment.
His path runs from early systems and network administration into high-velocity software: shipping on-chain infrastructure, custom models, and the trading systems that sit on top of them.
An early participant in crypto, he has spent over a decade building at the frontier where markets, cryptography, and intelligence meet.
2013–2022Chief Executive Officer, Spiry Capital
2014–2019Founder, 24/7 Crypto News
2014Early crypto community & network operations
NowFounder & CEO, Spiry Research
BlockchainApplied AIFinTechSystemsLeadership
Stack/ 04
Rust/Solana/Solidity/Ethereum/TypeScript/Python/PyTorch/LLMs/Agents/Next.js/Postgres/Docker/Go/Redis/Rust/Solana/Solidity/Ethereum/TypeScript/Python/PyTorch/LLMs/Agents/Next.js/Postgres/Docker/Go/Redis/
Languages
- Rust
- Solidity
- TypeScript
- Python
- Go
Chains
- Solana
- Ethereum
- EVM L2s
Intelligence
- PyTorch
- LLMs
- Agents
- RAG
- Inference
Infrastructure
- Next.js
- Node
- Postgres
- Redis
- Docker
Contact/ 05
Open a channel
Serious inquiries only — protocol work, model builds, or research collaboration. Reach the founder directly.