Edward Burgin

Senior Artificial Intelligence Research Scientist @Huawei

County Dublin, IE

For the past 5 years I\'ve focused on developing novel neutral network transformer based architectures, seeking to breach the SOTA in a number of business relevant domains. Currently, my work is focused on NLP; specifically on efficient, low resource, multilingual business domain problems. Applying the state of the art directly into production- Agentic RAG; multilingual, efficient and validated- Knowledge graph information directly to transformer (XLMR) token embeddings-graph transformers- Unsupervised and extractive question answering - RAG with knowledge graphs- transformer bi-lstm with (conditional random field CRF) for NER and POS tagging-Long document classification with custom transformer created with multiple embeddings - Multiple negative ranking loss MNRL and AM softmax for classification

University of Birmingham

Bachelor’s Degree, Honours Biomedical/Medical Engineering

Nottingham Trent University

Master of Science - MS, Master of Research - Multi-Diciplinary - Cancer signalling networks

Imperial College London

Doctor of Philosophy (Ph.D.), Multi-disciplinary