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Hi, I'm Alberto Guinda

AI Engineer in Zaragoza · Available remote, Madrid and Barcelona

I take AI to production: computer vision, LLM agents and digital twins that monitor critical infrastructure

  • Full-Stack
  • Claude Code
  • LLM Agents
  • Computer Vision
Claude Code · MCP · 12 Anthropic Academy certifications

Right now, at OFITECO (VINCI Group), I single-handedly build — from architecture to production — digital twins and computer vision (YOLOv8) for critical infrastructure, orchestrating AI agents (Claude Code) across the dev cycle.

AvailableZaragozaMadridBarcelonaRemote
Prefer to ask? Chat with my AI assistant
01 // ABOUT

Who I am and what I bring

Photo of Alberto Guinda Sevilla, AI Engineer

Alberto Guinda Sevilla

AI Engineer · LLM Agents · Computer Vision · Digital Twin

I build software with artificial intelligence inside it, and I leave it running in production — not in a demo. I work end to end on my own: I talk to whoever has the problem, design the solution, write it and maintain it. Where I am hardest to replace: 3D replicas of buildings and infrastructure (digital twins), cameras that understand what they see, and sensors that warn you before something fails.

🏗️ WHAT I DO RIGHT NOW: at OFITECO (VINCI Group) I am the only developer on the platform that watches over critical civil works. A 3D viewer of the project in the browser that used to take 15 seconds to open and now takes 1, fifty solar-powered cameras that spot on their own what should not be there, and a structural-health system already installed at the client site.

🤖 MY OWN PRODUCTS, SHIPPED: outside work I design, build and publish my own tools. Five are live on the internet today, with a domain, a real payment gateway and users: a home-buying copilot driven by an AI agent, a booking system that runs over WhatsApp, a CV search engine that sends no data to any cloud, a health app for elderly users, and a suite of 20 developer utilities.

📊 MEASURABLE RESULTS: at Pikolín I cut sales-results query time by 40% (I have the letter from the CIO to show for it). At UB Manufacturing I resolved more than 200 technical issues a month. At OFITECO, a viewer that was unusable now opens fifteen times faster.

12ANTHROPIC CERTS
15+PROJECTS
5LIVE IN PRODUCTION

EDUCATION

Master's in Digital Transformation and the Internet of Things — Instituto Tecnológico de Aragón

Grade average 8.6/10. Expert in AI Software Development from BIG School and Universidad Internacional Isabel I de Castilla. Higher Diploma in Web Application Development. 12 Anthropic Academy certifications and 18 Google Cloud Skills Boost badges.

See every certification and degree

TECH STACK

Technologies I work with

DIGITAL TWIN · BIM · GIS

Three.jsCesiumJS@thatopen/componentsweb-ifc (WASM)IFC / BIMBCF 2.1WMS / GISBabylon.jsWebXR

AI · ML · COMPUTER VISION

YOLOv8 (ONNX)CLIPOpenCVTransformers.jsOllamaAnthropic / ClaudeOpenAIRAG / EmbeddingsTensorFlow Lite

IOT · HARDWARE

MQTTCoAPESP32 / ESP8266Raspberry PiArduinoInfluxDB
See the full stack (+4 more)

FRONTEND · 3D

ReactSvelteNext.jsAstroTypeScriptTailwind CSSHeroUIFramer MotionGSAP

BACKEND

FastAPINode.jsExpressNestJSPythonDjangoWebSocketsJWT

DATABASES

PostgreSQLRedisInfluxDBMongoDBQdrantPrisma

DEVOPS · QA

DockerGitHub ActionsVercelPlaywrightVitestaxe-core (a11y)Linux

What I am on right now

AI agents that carry out real tasks and ask permission before charging anyone, built with LangGraph and full traceability. Stripe payments reconciled against webhooks. Edge deployment on Cloudflare Workers. And photorealistic Google 3D maps you can walk through, right into a flat.

Letters of recommendation

References from ITA and Pikolín, available right here

View references (opens in a new tab)
02 // PROJECTS

Projects

Professional work and personal builds — from applied AI and computer vision to digital twins and industrial IoT.

WORK IN PROGRESS

Mirador — AI-native home-buying copilot

A LangGraph agent with 19 tools and human confirmation before any payment, over a transactional backend with hard guarantees and a 3D viewer you can walk through.

TypeScriptLangGraph.jsHonoPostgreSQL
xdata-bim — Infrastructure Digital Twin (OFITECO) — project screenshot
Digital Twin · BIM/GIS

xdata-bim — Infrastructure Digital Twin (OFITECO)

Web-based digital-twin platform (BIM + GIS + IoT) for monitoring critical infrastructure in real time. Built solo, from architecture to production.

Svelte 5TypeScriptThree.js@thatopen/components
LIVE IN PRODUCTION

Cherry Appointments — booking over WhatsApp with an AI agent

Multi-tenant booking SaaS: customers book by chatting with an AI agent on WhatsApp or Telegram, while the business runs everything from a single dashboard.

React 19ViteHeroUIFastAPI

Pulso — Structural Health Monitoring (OFITECO)

Web platform that auscultates bridges and buildings via vibrations: automatic operational modal analysis (OMA), tracking and damage alerts. In production.

Svelte 5TypeScriptThree.jsFastAPI
LIVE IN PRODUCTION
DevFlow AI — 20 tools for developers — project screenshot
SaaS · Developer Tools

DevFlow AI — 20 tools for developers

Local-first suite of 20 developer tools with optional, free AI. Lighthouse 100/100/100/100, 8 languages. Final project of the AI Development Master's.

Next.js 16React 19TypeScriptTailwind 4
LIVE IN PRODUCTION

nurseAI — health tracking for people who hate apps

Android app for logging blood pressure, oxygen, pulse, glucose and weight, designed for elderly users first. Offline-first: data stays on the device unless the user chooses otherwise.

ExpoReact NativeTypeScriptHono
Computer vision on autonomous 4G cameras (OFITECO) — project screenshot
Computer Vision · IoT

Computer vision on autonomous 4G cameras (OFITECO)

Full-stack service to operate autonomous 4G cameras (solar, no fixed IP) and analyse events with computer vision over distributed critical infrastructure.

Svelte 5FastAPIPythonYOLOv8 (ONNX)

appxdata — Cross-platform field app (OFITECO)

Modern-stack rewrite of OFITECO's infrastructure auscultation app: field readings, calibrations, issues, alarms and SCADA, offline-first, for Android and iOS.

Svelte 5TypeScriptCapacitor 8SQLite/SQLCipher

Executive monitoring dashboard (OFITECO)

Strategic-management panel for infrastructure monitoring: advanced data table, cascading filters, reactive KPIs and interactive maps, in 4 languages, WCAG AA.

Svelte 5TypeScriptVite 8Tailwind 4
WORK IN PROGRESS
Cherry TV — IPTV player with on-device AI — project screenshot
Mobile · React Native

Cherry TV — IPTV player with on-device AI

Android IPTV app with 226 free DTT channels and on-device AI recommendations (no cloud). 79 languages, clean architecture, native Kotlin modules.

React Native 0.81React 19TypeScriptKotlin
LIVE IN PRODUCTION
RecruitSecure AI — semantic candidate search — project screenshot
Artificial Intelligence

RecruitSecure AI — semantic candidate search

My own SaaS product for semantic candidate search with 100% local, GDPR-by-design AI, live at recruitsecureai.com.

Next.jsReact 19TypeScriptTransformers.js
LIVE IN PRODUCTION
Interactive BIM Viewer — project screenshot
3D & BIM

Interactive BIM Viewer

In-browser IFC viewer with live sensor data (InfluxDB + ECharts), built at ITA for a construction company in Madrid. The direct precursor of xdata-bim.

@thatopen/componentsweb-ifcThree.jsTypeScript
LIVE IN PRODUCTION
DIC 3D VR — project screenshot
VR & 3D

DIC 3D VR

Immersive (VR) digital twin of ITA's DIC building: Babylon.js + WebXR, a Blender model and real sensor data from InfluxDB.

Babylon.jsWebXRHavokBlender
LIVE IN PRODUCTION
MetLabs Bank — project screenshot
Blockchain

MetLabs Bank

A 60-hour technical challenge — blockchain banking: JWT auth, user-to-user transfers and a custom ERC-20 token deployed to the Sepolia testnet.

Next.jsTypeScriptTailwind CSSNode.js
LIVE IN PRODUCTION
PlantsCare IoT — project screenshot
IoT & AI

PlantsCare IoT

End-to-end agricultural IoT, from hardware to cloud: custom ESP32 nodes, MQTT/CoAP, InfluxDB, EfficientNet-B0 image classification and AWS deployment.

ESP32MQTTCoAPInfluxDB
LIVE IN PRODUCTION
BusAvanza — project screenshot
Hackathon

BusAvanza

4th place at The Wave 2025 hackathon (Zaragoza): an urban-gamification app rewarding bus rides and avoiding polluted areas, built in 48 hours.

JavaScriptViteLeaflet.js
LIVE IN PRODUCTION
PeluqueriApp — project screenshot
Web App

PeluqueriApp

DAW final project: a booking site for hair salons (Astro + React, Calendly appointments) — and the seed of the AI booking product I'm building today.

AstroReactTypeScriptTailwind CSS
LIVE IN PRODUCTION

AstroTickets — event management with 0 KB of JavaScript

Event management system built on Islands Architecture: 100/100/100/100 Lighthouse and zero JavaScript on first load.

AstroTypeScriptCloudflare Pages
LIVE IN PRODUCTION

Barber Shop Las Torres — local business website

Website for a barbershop in Zaragoza: fast, accessible and built to be found by people searching for a barber in the neighbourhood.

AstroTypeScriptCloudflare Pages

Let's build something together

Whether you're hiring or have a project in mind, drop me a line.

Let's talk
03 // EXPERIENCE

Professional journey

CURRENT
2026 - PresentZaragoza, Spain
See role details

About the role

I build, single-handedly and from architecture to production, OFITECO’s (VINCI Group) digital-twin platforms for monitoring critical civil infrastructure (dams, tunnels, bridges).

Highlights
  • xdata-bim digital twin (BIM + GIS + IoT in the browser): IFC viewer with web-ifc (WASM) and a .frag binary format (load time ~15 s → ~1 s), real-time monitoring over WebSocket and anomaly detection (Z-score, Bollinger, regression, correlation). 37 components, ~840 i18n keys (4 languages), E2E with axe-core (WCAG AA).
  • BIM ↔ terrain alignment with CesiumJS + Google 3D Tiles (N-point GPS registration) and 11 official WMS layers (IGN, IGME, CHE/SAIH).
  • Edge computer vision across a network of autonomous solar 4G cameras: YOLOv8n (ONNX) + CLIP + SSIM pipeline (~700 ms/frame on CPU).
  • BCF 2.1 interoperability (Navisworks/Revit/Solibri) and project PDF reports.
  • Pulsostructural health monitoring software (operational modal analysis, 7 steps), Svelte 5 + FastAPI + HDBSCAN, deployed on-premise in production.
  • appxdatacross-platform (Capacitor, Android/iOS) rewrite of the field auscultation app: offline-first, encrypted local database, 4 languages.
  • Executive monitoring dashboard — strategic-management panel (Svelte 5 + Leaflet + command palette), with reactive KPIs and cascading filters.

Tech stack

Svelte 5Three.jsCesiumJSFastAPIPythonYOLOv8MQTTDocker

Systems Analyst

UB Manufacturing S.L.

2025 - 2025Zaragoza, Spain
See role details

About the role

Analysis and assessment of technology infrastructure, focused on modernising and digitalising business systems.

Main responsibilities
  • Assessing technology infrastructure and proposing modernisation and digitalisation plans
  • Building AI systems applied to human resources
  • Resolving critical technical incidents to keep systems available
  • Implementing IoT and automation solutions to optimise industrial processes
  • Writing technical documentation and supporting internal users
Highlights
  • Built CV Finder: a semantic candidate-search system with local AI, using Next.js 15, React 19 and Transformers.js with vector embeddings
  • Resolved 200+ technical incidents per month, keeping critical systems available
  • Implemented IoT solutions for industrial process automation and optimisation
  • Modernisation proposals accepted and implemented

Tech stack

Next.js 15React 19Transformers.jslocal AIvector embeddings
2024 - 2025Zaragoza, Spain
See role details

About the role

Building advanced IoT solutions, digital twins and computer-vision web applications for research and innovation projects.

Main responsibilities
  • Developing agricultural IoT systems with integrated computer vision
  • Modelling and deploying digital twins with 3D technologies
  • Co-developing interactive BIM viewers for the construction industry
  • Integrating sensor data into virtual-reality environments
  • Researching and prototyping emerging technologies
Highlights
  • Agricultural IoT system with computer vision using EfficientNet-B0 and a web dashboard (React, Node.js, InfluxDB, MQTT, CoAP)
  • Digital twin modelled in Blender and Babylon.js with sensor integration in an Oculus VR environment
  • Co-developed an interactive BIM viewer (Three.js, TypeScript) with IFC loading/fragmentation and sensor simulation; selected for commercial continuation
  • Earned a letter of recommendation for strong performance and technical contribution
Recognition
  • Verifiable letter of recommendation for strong performance and innovative technical contributions
  • BIM viewer project selected for commercial continuation after successful validation

Tech stack

ReactNode.jsInfluxDBMQTTCoAPEfficientNet-B0BlenderBabylon.jsThree.jsTypeScriptOculus VR

Web Developer

Agencia Digital SP

2024 - 2024Zaragoza, Spain
See role details

About the role

Building custom web solutions for clients, focused on WordPress and the integration of AI technologies.

Main responsibilities
  • Developing custom WordPress child themes and plugins
  • Integrating AI chatbots using the OpenAI API
  • Taking part in the full development cycle, from functional design to delivery
  • Validating and testing the implemented solutions
Highlights
  • Built custom child themes and plugins in WordPress tailored to each client’s needs
  • Integrated a GPT-3.5 chatbot through the OpenAI API to improve the user experience
  • Took part in the full development cycle: from functional design to delivery and validation
  • Delivered projects successfully and on schedule

Tech stack

WordPressPHPJavaScriptOpenAI APIGPT-3.5

Junior Web Developer

Pikolin (opens in a new tab)
2023 - 2023Zaragoza, Spain
See role details

About the role

Building internal tools for business data analysis and forecasting, focused on process optimisation and performance.

Main responsibilities
  • Developing internal sales-forecasting tools
  • Modular programming in PHP and JavaScript
  • Managing PostgreSQL databases
  • Deploying and integrating into existing WordPress systems
Highlights
  • Built an internal sales-forecasting tool using the SARIMAX statistical model
  • Modular PHP and JavaScript development over a PostgreSQL database
  • Achieved a 40% improvement in query times by optimising queries and data structures
  • Earned a letter of recommendation for strong performance and meaningful contributions
Recognition
  • Verifiable letter of recommendation for strong performance and positive impact on operational efficiency
  • Recognised for substantial system-performance improvements

Tech stack

PHPJavaScriptPostgreSQLWordPressSARIMAX

Support Engineer

Tickamore (Sicomoro)

2022 - 2022Zaragoza, Spain
See role details

About the role

Specialised technical support for ticketing solutions, focused on incident resolution and advanced database management.

Main responsibilities
  • Direct technical support to clients on ticketing and event-management solutions
  • Resolving technical incidents to guarantee service continuity
  • Installing and configuring software in local and production environments
  • Advanced SQL database management
  • Documenting processes and implemented solutions
Highlights
  • Advanced SQL: complex queries (joins, subqueries) to optimise reporting and data analysis
  • Efficient resolution: kept client satisfaction high through fast responses and effective fixes
  • Successful rollouts: configured software across multiple environments with zero service interruptions
  • Process optimisation: documented and standardised support procedures

Tech stack

SQLDatabasesTechnical supportTicketingSoftware configuration
Verified references

What they say about me

Two signed reference letters from the people who managed me. Read or download the originals.

Instituto Tecnológico de Aragón (ITA)CTO Academy · 9 months
“Destacó por su notable proactividad, buscando siempre ir más allá de lo esperado y anticipándose a las necesidades de los proyectos. […] No dudo en recomendarlo sin reservas.”

Adán Piñero

Multi Project Manager, Cognitive Systems & Big Data — ITA

Visión artificialIoT / Full-StackGemelo digitalBIM · IFC
Grupo PikolinSystems developer · 6 months
“Alberto destaca por cualidades como dedicación, constancia, organización y capacidad de trabajo. […] Muy buen candidato para ocupar cualquier puesto relacionado con sus capacidades.”

José Ignacio Brieba

CIO, Grupo Pikolin

Predicción de ventasEquipo +30JavaScript · PHPHighcharts
04 // BLOG

AI engineering notes

What I learn building applied AI, RAG, computer vision and digital twins — explained plainly, with production-grade judgement.

7 min read

GEO: How to Get ChatGPT and Perplexity to Cite Your Site

Generative engine optimization (GEO): llms.txt, schema.org (Person, FAQPage, hasCredential), extractable content and E-E-A-T so AI cites your website.

GEOSEOAI
Read article
9 min read

Real-time IoT dashboard: from sensor to decision

How to build a real-time IoT dashboard: MQTT/P2P ingestion, time-series storage, live visualization, smart alerts, and turning raw data into a useful decision.

IoTMQTTReal-time
Read article
6 min read

Resilient, free AI: LLM fallback that never goes down

How I built a free LLM fallback chain (Groq, OpenRouter, Pollinations) with graceful degradation: chained free tiers that survive quota limits and timeouts.

AILLMArchitecture
Read article
LIVE

Chat with my AI Assistant

I've trained this assistant on my CV and portfolio. Ask it about my experience, my stack — or why I'd be a great fit for your team.

alberto_guinda_ai
06 // FAQ

Frequently asked questions

What recruiters and clients usually ask me — answered plainly.

Who is Alberto Guinda?

Alberto Guinda Sevilla is an AI Engineer and full-stack developer based in Zaragoza (Spain). He takes AI systems to production —computer vision, LLM agents and digital twins— from architecture to deployment. He currently works at OFITECO (VINCI Group), building single-handedly over critical infrastructure.

What does Alberto Guinda specialise in?

His niche is digital twins over BIM and GIS, computer vision at the edge (YOLOv8, CLIP), LLM agents with Claude Code, and industrial IoT, applied to monitoring critical civil infrastructure.

Where does he work and where can he collaborate from?

He is based in Zaragoza, Spain. He works remotely and is available for on-site or hybrid projects in Zaragoza, Madrid and Barcelona.

Is he available for new projects or hiring?

Yes. He is open to full-time roles, collaborations and freelance projects, both remote and on-site. His CV (ES/EN) is downloadable on the site and he replies within 24 hours.

What is his technology stack?

Day to day it is TypeScript, React 19, Svelte 5 and Vite on the front end, and Python with FastAPI on the server. Around that: Astro and Next.js for the web, Three.js and CesiumJS for 3D, PostgreSQL, Docker and deployment on Cloudflare. On the AI side, agents with LangGraph and Claude Code, RAG with embeddings, and computer vision with YOLOv8 and CLIP. On mobile, React Native and Capacitor.

How does he work? What guarantees the quality of what he ships?

Every project starts from his own scaffold with quality already wired in: layered architecture, strict typing with no shortcuts, automated tests, design tokens with contrast verified against WCAG, and a gate that blocks the push if anything breaks. That means zero type errors, zero dependency vulnerabilities and verified accessibility before delivery, not after. It is not a promise — they are checks that run themselves on every change.

What education and certifications does he hold?

A Master's in Digital Transformation and the Internet of Things from Instituto Tecnológico de Aragón (8.6/10), an Expert degree in AI Software Development from BIG School and Universidad Internacional Isabel I de Castilla, and a Higher Diploma in Web Application Development. On top of that, 12 Anthropic Academy certifications (Claude Code, MCP, agents, AI Fluency) and 18 Google Cloud Skills Boost badges, with the Associate Cloud Engineer exam in preparation.

05 // CONTACT

Let's talk

I'm open to freelance projects, collaborations and full-time roles.

Send me an email

I reply within 24 hours

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