Beyond generic skills: creating capability-centric, company-specific knowledge graphs from job descriptions
Moving beyond flat skill lists to represent the capabilities that make organisations distinctive.
Read the paperKnowledge engineer · London
I build knowledge systems for messy, real-world data.
I’m Henri. I work across knowledge graphs, semantic technologies and applied AI—turning complex data into useful, explainable products.
Currently in NW London
01 / Focus
Connecting data, meaning and people.
My work sits between data engineering, research and product. I’m particularly interested in how thoughtfully modelled knowledge can make AI systems more useful and accountable.
- 01Knowledge graphs & graph databases
- 02Ontology design & semantic modelling
- 03Entity reconciliation
- 04Data provenance & explainability
- 05Skills, companies & occupations
- 06AI-assisted data products
02 / Selected work
Research and writing.
Recent thinking on skills, taxonomies and knowledge graph generation.
Rapid Graph Generation from Job Descriptions: combining Taxonomies and LLMs
Exploring how established taxonomies and language models can work together to generate useful graph data.
Read the paperNotes on the semantic web, skills and technology
Writing from Beamery and earlier work at Tech Nation.
03 / Elsewhere
Life beyond the graph.
Usually found…
Travelling on European trains and buses, playing mixed netball, singing choral music or learning modern Greek.
Home route
Birmingham Manchester London
Proud Brummie. Birmingham is awesome.