Katharine Beaumont
Head Of Machine Learning Operations
Ireland
Summary
👤
Senior🎓
Top SchoolKatharine Beaumont is a Machine Learning Engineering Manager and researcher with 11 years of software development experience and a PhD in Agent-Based AI (completing 2025) from University College Dublin. She specialises in generative AI and hybrid multi-agent systems, architecting LLM-driven agents combined with symbolic reasoning and dynamic knowledge graphs to deliver production-ready, explainable AI solutions. Recent work includes leading the design and implementation of a hybrid multi-agent equity analysis platform and building an Earth Observation ML platform integrated with ESA projects. She blends academic rigour—13 publications and peer review for top AI conferences—with hands-on engineering in Python, Java, Neo4j, Docker and CI/CD, and has a track record of converting prototypes into funded commercial demos. Known for mentoring and technical teaching, she also brings uncommon experience bridging agent-oriented languages (ASTRA) with modern LLM toolchains like LangChain4J.
11 years of coding experience
10 years of employment as a software developer
Graduate Diploma In Law Law, Graduate Diploma In Law Law at The College of Law, YorkBachelor of Science (B.Sc.) Natural Sciences, Bachelor of Science (B.Sc.) Natural Sciences at Durham UniversityDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University College Dublin
Github Skills (11)
get-started10
speaker10
q-learning9
reservation-system5
kmeans5
algorithm4
java4
visualization3
printing2
augmented-reality1
ruby1
Programming languages (3)
Github contributions (5)
katharinebeaumont/conference-talk-proposal-advice
Jul 2017 - Nov 2019
Never given a conference talk before, but would like to try? Hints and tips to get started.
Contributions:28 commits, 1 PR, 27 pushes in 2 years 5 months
get-startedneverspeakerhintsconference-talk
katharinebeaumont/QMaze
May 2017 - Oct 2022
Build a maze! Teach your robot to navigate the maze using Q Learning configuration.
Contributions:13 commits, 1 PR, 20 pushes in 5 years 6 months
q-learning
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