AI & Machine Learning MSc student specialising in Human-Centred and Responsible AI, with hands on experience building end- to-end ML pipelines using Python and scikit-learn. Strong background in model evaluation, fairness analysis, and ethical Al for high-risk domains aligned with GDPR and EU AI Act requirements. Actively seeking AI / ML internship or graduate roles in Ireland.
AI & Machine Learning MSc student specialising in Human-Centred and Responsible AI, with hands on experience building end- to-end ML pipelines using Python and scikit-learn. Strong background in model evaluation, fairness analysis, and ethical Al for high-risk domains aligned with GDPR and EU AI Act requirements. Actively seeking AI / ML internship or graduate roles in Ireland.
- Monitored 500+ daily AI chatbot (Zia) interactions, identifying recurring intent classification failures.
- Reduced misclassification rates by approximately 12–15% through structured error analysis and
- routing improvements.
- Improved escalation workflow efficiency by around 18%, contributing to enhanced customer
- satisfaction.
- Developed full-stack web application using Python, MySQL, HTML, and JavaScript, improving
- booking efficiency by 30%.
- Designed backend database architecture and optimised queries, reducing response time from 2.1s
- to 1.4s (≈33% improvement).
- Collaborated using Git, Figma for UI and Agile workflows, delivering project milestones 15% ahead
- of schedule.
- Supported software development activities and gained exposure to industry standard coding
- practices.
- Assisted in building and testing application components in a professional development
- environment.
- Analysed business datasets to extract insights using data cleaning and exploratory analysis
- techniques.
- Created visual dashboards and client style reports to communicate findings effectively.
- Gained exposure to real world consulting workflows and data driven decision making.