I'm the co-founder of Hesperia Labs — a local-first AI consultancy: we design and deploy private AI systems on your own infrastructure, for organizations that can't send sensitive data to the cloud. I also teach LLMs, RAG, AI agents and Computer Vision as an AI & Data Science Instructor at Upgrade Hub — all backed by 8+ years of enterprise software engineering.

What sets me apart: applied AI skills + solid software engineering fundamentals + production mindset.

• 🌾 Creator of Reed — a local-first RAG service with hybrid retrieval, evidence-aware refusal, audited citations and a reproducible evaluation suite
• 🔒 I build local-first, privacy-first software — my cybersecurity background shapes how I ship AI: self-hosted, hardened, claims verified in CI
• 🎓 Master's in Artificial Intelligence (UNIR) · Master's in Cybersecurity (UNIR)
• ☁️ Enterprise delivery at scale — ServiceNow ITSM for Generali, COFCO, Sanofi and Acciona
• 🌐 Full-stack experience: TypeScript, Next.js, Flutter/Dart, Rust, Java

🤝 Need private AI on your own infrastructure? Hesperia Labs takes on consulting engagements — architecture, pilots and production rollout.

Everything below shares one thesis: your data stays on your own hardware. Local-first services, hardened by default, with their claims verified in CI.

Built in the open as the technical portfolio of Hesperia Labs.

• Reed — the engine. A local-first RAG service built from scratch: hybrid retrieval (dense + BM25 fused in Qdrant), evidence-aware refusal, audited citations, and a reproducible evaluation suite with a 41-question golden set.
  Python · FastAPI · LangChain · Qdrant · Ollama
• private-ai-stack — the deployment. General chat plus document RAG in one docker compose up: images pinned by digest, hardened containers, zero telemetry, backup/restore and browser E2E verified in CI, GPU and air-gap profiles.
  Docker Compose · Ollama · Qdrant · Open WebUI · Reed
• reed-mcp — the bridge. Four read-only MCP tools that let Claude — or any MCP host — answer from your private documents with cited evidence.
  Python · MCP

• DocDrop — file sharing with expiring links: chunked resumable uploads for multi-GB files, previews, streamed ZIP downloads, installable PWA.
  Next.js · TypeScript
• TabUp — shared expense tracking for trips: multi-currency, uneven splits, settle-up payments, CSV export — and receipt OCR through a local vision model.
  Next.js · TypeScript · SQLite

Masterclass: from CNNs to YOLO — detection, segmentation and pose estimation, ready to run · Streamlit Pokédex — interactive data exploration over PokéAPI

AI / ML

Backend & DevOps

Frontend & Mobile

Enterprise

🎓 Master's in Artificial Intelligence — UNIR (2026)

🔐 Master's in Cybersecurity — UNIR (2020)

🖥️ Software Engineering — University of Oviedo