I build AI systems that remember, reason, and scale.
Senior full-stack engineer and AI agent architect with 14+ years across telecom, security, eCommerce and startups. I design systems that hold up in fast-paced, high-stakes environments.
02 // Who I am
Developer, researcher, and founder. Three lenses on the same discipline: building software that earns trust.
Full-Stack Engineering
AI Systems Architecture
Cloud & Infrastructure
Data & Multi-tenancy
03 // Research & thinking
View published articles →Long-term memory
Three-layer experiential memory — hot, warm and cold — so an agent keeps what it lived and learned, consolidating and forgetting on purpose instead of starting cold each session.
Multi-agent orchestration
Coordinating specialised agents, skills and tools into auditable workflows with explicit hand-offs, per-tenant metering and a broker between them.
Tool use & skill composition
Exposing capabilities through the Model Context Protocol so any agent can discover and compose them at runtime, rather than hard-wiring integrations.
Evaluation & fine-tuning
Measuring agent behaviour with repeatable evals before it reaches production, and closing the loop with fine-tuning on what the system actually got wrong.
04 // Selected work
Production systems, named with permission. Each entry states what it does, not what it is built from.
05 // My projects
Products I build and maintain, and platforms delivered for clients.
DS Agent Core
Multi-tenant platform for orchestrating AI agents: memory, skills, tools, MCP, evals and per-tenant metering.
Mnemos
Persistent memory engine for AI agents. Three layers — hot, warm and cold — exposed over MCP and HTTP. One Rust binary, local-first.
Gnostor
Desktop client for the Hermes agent, shipped for macOS, Windows and Linux.
TrustcareMedBook AI
Medical booking over WhatsApp: an AI agent takes the conversation, books in Google Calendar and notifies both sides.
Taker Note AI
Installable PWA that turns dictated voice notes into an organised second brain — title, summary, tags, tasks and entities.
Ciudadela Universitaria
Virtual learning ecosystem in a metaverse, where multiple users share a space for exchanging and generating knowledge.
06 // Career
Fifteen years across telecom, security, eCommerce, advertising, gaming and the public sector — in Colombia, Spain, the US and Belgium.
07 // Let us build something that lasts.
Client work, investment conversations, or research collaboration — start here.
hello@danielherrera.pro