AI operations · automation · Web3

I build systems that turn complex operations into clear execution.

I am Oscar, a technical builder focused on self-hosted AI operations, blockchain automation, and practical security tooling.

Open to technical roles and project-based work

OPERATIONS CORE•••
Velora / Hermes
Self-hosted agent infrastructure
RoutingOnline
AutomationReady
ObservabilityConnected
01 Build
02 Automate
03 Verify

About

Technical depth with an operator's mindset.

I work across the layers that make technical products useful in the real world: infrastructure, model routing, APIs, browser automation, blockchain systems, and security review.

My approach is practical: understand the system, build the smallest useful path, verify it against live conditions, and keep the result maintainable.

Let's connect

Focus areas

Where I do my best work.

◎

AI Operations

Self-hosted agent infrastructure, model routing, observability, and reliable tool orchestration.

01
◈

Web3 Systems

Blockchain integrations, DeFi workflows, wallet operations, and automation around on-chain products.

02
⌁

Security Tooling

Security research, web analysis, testing workflows, and tools that make complex attack surfaces easier to understand.

03

Selected projects

Built to be used, not just displayed.

03 / Selected work
01

AI Operations · Infrastructure

Hermes / Velora

A self-hosted AI operations agent stack connecting Telegram, model routing, memory, browser tooling, and operational workflows into one system.

PythonNode.jsPostgreSQLDocker
02

Product · Platform

SKUY AGENT

An AI operations platform concept for small technical teams that need practical automation, infrastructure support, and faster execution.

AI SystemsAutomationOperations
03

Web3 · Security

Web3 Automation & Security Tooling

A growing collection of workflows for blockchain operations, smart contract review, web analysis, and repeatable security research.

Web3SecurityResearch

Contact

Have a complex system to build?

Tell me what you are working on. I am open to technical opportunities, collaboration, and focused project work.