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Hey! Glad You're Here.

I’m a doctoral researcher in artificial intelligence at the University of Manchester. I work on applying machine learning to make software better. 

Outside of work I enjoy writing about my curiosities and making music.

Research Publications

2021

Towards Knowledge-aware Few-shot Learning with Ontology-based n-ball Concept Embeddings

IEEE International Conference on Machine Learning and Applications (ICMLA 2021)

2021

Ontology-based n-ball Concept Embeddings Informing Few-shot Image Classification

The Combination of Symbolic and Sub-symbolic Methods and their Applications (CSSA @ ECML PDKK 2021)

2020

Visual-Semantic Embedding Model Informed by Structured Knowledge

Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020)

2019

Enhancing generalization of first-order meta-learning

International Conference on Learning Representations (ICLR 2019)

2015

Development of a Parallel Robot Manipulator

Capstone thesis at Asian Institute of Technology