Óscar Trabazos
Artificial Intelligence, Big Data and large-scale data analysis applied to real business problems. Founder of TrawlingWeb.
IA Generativa Big Data NLP · LLMs Análisis de datos a escala Text and Data Mining
Technology applied to real problems
Founder of TrawlingWeb and specialist in Artificial Intelligence and Big Data applied to sector and market intelligence. My work combines software development, industrial-scale data architectures and generative and discriminative AI models, with a multidisciplinary approach that crosses technical work with business — marketing included.
I've spent years questioning the conventional approach to every problem, with a method close to first-principles thinking that has let me explore solutions beyond the obvious. That way of thinking has been the basis for leading projects that bring emerging technology to real value creation across sectors.
Founder
TrawlingWeb
Data analytics and Artificial Intelligence for sector and market intelligence. Global coverage.
trawlingweb.com →Companies and projects
Over 15 years founding and leading AI, Big Data and data analysis projects applied to media, brands and marketing — from the earliest reputation-monitoring systems to today's TrawlingWeb ecosystem.
TrawlingWeb
Co-founder. AI and Big Data technology that turns press and social media mentions into structured, actionable data.
GenerAIve
Co-founder and ideator. Generative AI applied to content creation, rethinking how companies and people generate and consume digital content.
Brand Rain
Brand reputation and impact measurement with AI — a new take on traditional press clipping.
NAD · Not Alone Digitally
AI systems for detecting digital harassment, focused on protecting minors and vulnerable people.
Informyzer · Municipis Digitals
Social listening projects and digital transformation advisory for public administrations and organizations.
Priority Gate
Consulting in AI, Big Data, blockchain and web3 applied to custom technology solutions.
Technical projects
| Project | Technologies applied |
|---|---|
| Informyzer Tool DMP | Visualización con DMP, análisis de tendencias en redes sociales. |
| Desinformación y Fake News | Técnica del Impostor, IA discriminativa y adversaria, NLP, Deep Learning, modelos de reconocimiento de voz. |
| NG de Sistemas Editoriales | NLP, IA, Big Data, Cloud Computing, frameworks de desarrollo (Spring, Lucene, Solr, Hadoop). |
| SAASPYME | IA, NLP, Big Data, Machine Learning, web semántica. |
| PIAR "Seguridad Civil y Nacional" | Cloud Computing, minería de datos, NLP, Big Data, técnicas de boosting. |
| Video-Reputación | Machine Learning, reconocimiento de voz, parsing y web semántica. |
| Erecomend | IA Generativa (VAEs), NLP, Deep Learning, redes neuronales. |
| Categorización de audiovisuales | Tecnologías semánticas, reconocimiento de voz, indexación avanzada. |
| Anti-fraude de noticias editoriales | Big Data, NLP, cloud pública, IA, relación de entidades y análisis de datos. |
| Solvencia financiera | Big Data, NLP, cloud pública, IA y análisis de datos. |
| SUBUTAI | Big Data, NLP, IA y Machine Learning, ElasticSearch, Kibana, Grafana. |
| Offertazo | TensorFlow, análisis de datos web, análisis de ofertas comerciales. |
| Plan de Transición y Tecnología | Mejora de oferta turística, cultura pesquera y gastronómica (Espacio Blau). |
| Next Generation "PST" | Monitorización de aforo y movilidad, gestión turística digital. |
| The Crowd Estates | Crowdfunding inmobiliario, crawlers, técnicas de análisis de datos web. |
| Brand Rain | SaaS de medición de reputación e impacto de marcas para marketing y comunicación. |
| TrawlingWeb | Plataforma de monitorización de medios y análisis de datos en tiempo real con Big Data e IA. |
Education, publications and certifications
Master's in International Business
ESMA (ESERP)
Bachelor's in Business Administration (ADE)
ESMA (ESERP)
Academic publication
"Aplicación de tecnologías de Procesamiento de Lenguaje Natural y tecnología semántica en Brand Rain y Anpro21"
O. Trabazos, S. Suárez, R. Bori, O. Flo — Procesamiento del Lenguaje Natural, SEPLN, 2014.
"The AI narrative in the Spanish and Portuguese press" (in preparation)
Study with Pilar Sánchez-García (Universidad de Valladolid) and João Canavilhas (Universidade da Beira Interior): 59,324 articles across 942 outlets analysed (June 2024 – June 2025, 15 variables), with TrawlingWeb as technology partner and GeriAI for the analysis. In preparation for Media and Communication.
Certifications
Fundamentos de la IA Generativa IA Generativa: motores de búsqueda inteligente ¿Qué es la IA Generativa? Diseño Orientado a Objetos Fundamentos esenciales de programación Machine Learning Cuarta Revolución Industrial: IA & ML TensorFlow
In the media
- Agenda y noticias frescas — Nov #SpainAI
- Análisis de presencia pública: medición cualitativa y cuantitativa
- Lanzamiento de sistema pionero en medición de reputación global
- Aplicación de tecnologías de PLN
- Cómo utilizar la tecnología para vender más y mejor
- Cómo monitorizar la reputación de nuestra marca — FHIOS
- Construir la reputación, pilar de nuestra organización
- Detectar la ironía, clave para mejorar la reputación online
- Oscar Trabazos CBM en imente
- Jimcrick, la herramienta para detectar acoso infantil en redes sociales
- La industria farmacéutica pasa por un momento de mala reputación
- La nueva frontera del crowdfunding en el sector inmobiliario
- Nace una herramienta para detectar acoso a niños en redes sociales
- Reputación de marca: ¿cómo podemos saber qué se dice sobre nosotros?
- Una compañía de Girona lanza un sistema pionero de reputación
A selection of press coverage and mentions throughout my career.
Disciplines and technologies
Disciplines
Inteligencia Artificial Big Data NLP Deep Learning Cloud Computing Machine Learning Blockchain Seguridad informática Desarrollo de software Marketing
Technologies
IA Generativa GANs VAEs CNNs RNNs · LSTM Transformers BERT Análisis de sentimiento Data Mining Web Scraping Smart Contracts APIs REST distribuidas
What I speak about
Topics I've written about for years and can speak on in talks, panels or outreach formats.
Opening keynote · September 24, 2026
1st International IBERPERIA Congress
The congress's only invited keynote — opens the programme. Universidade da Beira Interior (UBI), Covilhã, Portugal, September 24-25, 2026. In Spanish and Portuguese.
"Cognitive AI for journalism research: methodology, infrastructure and lessons learned" — Thursday 24th, 9:30-11:00 (Portugal time)
iberperia.ubi.pt →AI applied to business
Generative AI, LLMs and autonomous agents applied to real business problems, beyond the hype.
AI ethics and regulation
The debate on AI consciousness, European regulation and the limits of responsible deployment.
Disinformation and fake news
Semantic detection of misleading headlines and narratives with NLP and classification models.
Web scraping and TDM
The European legal framework for Text and Data Mining (Art. 4, EU Directive 2019/790) and its impact on public data analysis.
Industrial-scale Big Data
Data architectures, pipelines and infrastructure decisions for processing truly large data volumes.
Talk, collaboration or consulting?
Write to me directly and I'll reply personally.
Contact