Current Status
Secondment
Nimbus Research Centre — inTrusted Project
A few weeks into my secondment at Nimbus Research Centre, working on the inTrusted project alongside Tharindu Ranathunga.
inTrusted explores how trust can be built into digital ecosystems through security, compliance, transparency, accountability, and real-world Living Lab approaches. Our work focuses on agentic cyber-physical systems and the gap between human intentionality, AI interpretation, and real-world actions.
PhD Research — University College Cork
Language Modelling & Visualization for Parallel Text Analysis
CASCADE Horizon Europe MSCA · Sep 2024 – Present
- Investigating computational approaches to semantic change detection.
- Developing advanced text reuse detection systems with LLMs — tackling unstable spellings, context sensitivity, and parallel text alignment.
- Building interactive visualization tools to enhance AI interpretability for NLP researchers.
Upcoming Goals
Research
Interpretability Paper
Publish on interpretability in AI-driven text reuse detection.
Open Source
Visualization Tool
Develop and release an open-source visualization tool for NLP researchers.
Secondment
inTrusted Contribution
Deliver research output on trust and agency in cyber-physical AI systems.