Research & Publications
Academic research, applied AI/ML work, and community contributions. I completed an MSc in Computing (Artificial Intelligence) at Dublin City University in 2025.
MSc Computing, Artificial Intelligence
Dublin City University (DCU)
Research focus on applied machine learning, model deployment, and intelligent software systems. Modules include Machine Learning, Algorithms, Advanced Computing, Software Engineering, and AI Systems.
// Research Areas
On-Device LLMs for Search Query Rewriting
MSc Research ProjectResearch into using locally-run LLMs for query rewriting to improve search relevance while preserving privacy and reducing latency. Focused on efficient on-device inference without cloud dependency.
Applied Machine Learning & AI Inference Pipelines
Applied ResearchBuilt machine learning models for classification, prediction, and applied analytics. Developed AI inference pipelines and production-ready ML APIs. Experience with medical-related ML prototypes including diagnostic modeling and risk analysis.
// Published Articles
Linux and Developer Tutorials
Dev.to / Medium
Published technical articles covering Linux system administration, developer tooling, and software engineering concepts. Articles reached a global audience of developers.
// Awards & Recognition
Best Innovation Project
DCU Hackathon, FIRST Lego League
Winner of the Best Innovation Project award at Dublin City University's Hackathon, demonstrating exceptional technical creativity and problem-solving.
View on LinkedInSuperProf Ambassador
SuperProf, Global Tutoring Platform
Recognised as a SuperProf Ambassador for mentoring quality and exceptional student outcomes, awarded to tutors in the top percentile globally.