Darius Ceponas

Meet Darius

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AI Systems Architect and systems integrator building reliable AI agents, MCP tools, APIs, automation workflows, and data platforms. I work across the full system boundary—from architecture and integration design to Python services, REST APIs, databases, Docker/Linux infrastructure, approval controls, auditability, and operational verification.

As founder of DC ESCRYPT, I develop and document independent engineering projects including Raposa Aval, a published MCP component that adds human approval and auditable decisions to AI-agent tool execution; Intesta, a trust and evidence platform; Mining Scan, a live data platform and API layer for cryptocurrency mining information; and SmoozyPool, a multi-chain mining-pool and live API platform.

I also work on privacy-focused product surfaces and digital services through KRAHS and SMOOZY GO. I distinguish production functionality, public prototypes, and work in progress clearly; I do not present planned components as completed systems.

Typical engagements include AI-agent and MCP integration, backend/API architecture, automation, data normalization, reliability reviews, security controls, and technical due diligence. I can help from architecture audit and proof of concept through implementation, documentation, and handover.

Based in Spain. Available for focused consulting, architecture work, and implementation engagements.