St Andrew's College

High school, Dublin

• Junior Cycle
• Transition Year
• DELF B1 - French language
• International Baccalaureate

MIT OpenCourseWare

Online Course, Cambridge, Massachusetts

• Introduction to Algorithms 6.006
• Mathematics for Computer Science 6.042J
• Single Variable Calculus 18.01
• Mathematics of Machine Learning 18.657
• Differential Equations 18.03
• Multivariable Calculus 18.02
• Design and Analysis of Algorithms 6046J

Stanford University

Online Course, Stanford, California

• Mathematical Thinking
• Logical notation and problem solving

Art of Problem Solving

High School Math Contests, https://virtual.aopsacademy.org/

• Algebra (Algebraic Manipulations, polynomials, sequences and series)
• Number theory (modular arithmetic, divisbility theory)
• Combinatorics (fundamental principle of counting, combinations and permutations, probability)
• Advanced Geometry (triangle theorems, circle theorems, polygons, 3D geometry)
• Practice AMC contests

RSI Researcher, MIT

dicarlolab.mit.edu/

Continued neuromorphic computing research following RSI summer school, with Yudi Xie and Prof. James J. DiCarlo, on convergent neural representations.

Research Intern, University College Dublin

www.ucd-ml-mi.com/

Research internship at UCD Machine Learning for Medical Imaging Lab under Dr. Kathleen Curran

• RSNA 2023 Collaborative Paper with Z. Chang, K. Curran: Improved Multimodal Diagnosis of Alzheimer's Disease through MRI and PET Image Fusion
• T-junction detection
• IMVIP 2023 Collaborative Paper with K. Curran: Spurious Correlation Mitigation in CXR Images via Reinforcement learning and Self-Supervision

Rickoid, RSI-MIT 2024

www.cee.org/programs/research-science-institute

Worked on a research project in neuromorphic computing at MIT BCS DiCarlo Lab under mentorship of Yudi Xie (22 June - 3 August)

• Presented 'Convergent Neural Representations: Are artificial neural networks trained on different latent variables converging to similar representations of the ventral stream?'

Participant, University of Cambridge

www.damtp.cam.ac.uk/new-cambridge-centre-ai-medicine-ccaim-0

University of Cambridge Centre for AI in Medicine Summer School (11 September - 15 September)

• (Module) Time-Series in Healthcare
• (Module) Individualised Treatment Effects
• (Module) Synthetic Data
• (Module) Causal Deep Learning ML for Clinical Trials
• (Module) Large Language Models

Participant, University College Dublin

www.ucd-ml-mi.com/

UCD Medical Imaging Summer School (7 June - 21 August)

• (Module) Fourier transforms in MRI Imaging
• (Module) Federated Learning
• (Module) Segmentation
• (Module) Explainable AI
• (Project) MRNet: Knee MRI Examination using Spatial Attention and Vision Transformers

Participant, University College London

medicss.cs.ucl.ac.uk/

UCL Medical Image Computing Summer School (MedICSS, 11 July - 15 July)

• (Module) Improving hearing care pathways with the use of machine learning
• (Module) Computer Vision in Minimally Invasive Surgery
• (Module) Data-driven disease progression modelling
• (Module) Surgical video understanding with AI
• (Techniques) PET Imaging, Cardiovascular MRI, Lung Fibrosis Imaging, Tomography
• (Project) How old is your brain? Predicting brain age with deep learning (Utilized Keras and Tensorflow libraries, Interacted with different medical imaging datatypes)

Volunteer and presenter, ICCV Paris 2023

iccv2023.thecvf.com/

Volunteered and presented at the International Conference on Computer Vision

• Presented a multimodal contrastive learning method for Alzheimer's detection (arxiv: 2308.15469)
• Volunteered for organising the conference, which involves helping presenters and setting up IT equipment

Co-president, St Andrew's College Maths Club

www.sac.ie/page/?title=Extra+Curricular+Activities&pid=140

Co-organiser of St Andrew's College Math Club

• Preparing problems for maths club members, registering the school into competitions such as Canadian Senior Maths Contest, presenting key concepts in number theory, combinatorics, algebra and geometry to maths club members

President, St Andrew's College Competitive Programming Club

www.sac.ie/page/?title=Extra+Curricular+Activities&pid=140

Started a Competitive programming club in St Andrew's College.

• Preparing problems for coding club members, introducing new members to programming languages: C++, Python, registering the school into competitions such as Bebras Computing Challenge, presenting key concepts in Data Structures and Algorithms to club members