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University of Edinburgh
Frontend Developer
June 29, 2026 – Present
XLTE
March 30, 2026 – Present
Codebase for the paper 'Text-only Domain Adaptation for Low-Resource ASR Using Large Language Models' (LLMs4SSH, May 2026)
View ProjectAn-Gocair-Gaelic-Standardiser
April 3, 2023 – April 3, 2023
An Gocair is a transformer-based normalisation tool. It attempts to standardise Gaelic text to the Gaelic Orthographic Conventions of 2009.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, focusing on natural language processing and computational linguistics, which may not directly align with typical commercial frontend development environments. The 'An-Gocair-Gaelic-Standardiser' project shows some frontend technologies (TypeScript, JavaScript, CSS), but the overall project portfolio lacks diversity in standard frontend application types (e.g., web apps, mobile apps, UI/UX focus). The current role as a Frontend Developer is a positive, but without details on responsibilities, it's hard to fully assess cultural fit for a general frontend role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.