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