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Selected work

A selection of talks and contributions that reflect the themes I work on: practical AI systems, structured information, and the principles that govern their responsible use.

  • Building Cypher queries with open-source LLMs

    Presented work on using open-source large language models together with knowledge graphs, entity extraction, and clustering techniques to generate Cypher queries and explore connected data.

    Themes: LLMs · Knowledge graphs · Entity extraction · Cypher

  • Ethical principles for machine learning

    Contributed to work on the adoption of ethical principles for machine learning, including topics such as explainability, reproducibility, robustness, and governance.

    Themes: AI ethics · Governance · Robustness · Reproducibility

Interested in collaborating?

If any of these topics overlap with what you're working on, I'd be happy to talk. See LinkedIn for the best way to reach me.