My CV

This page contains my CV, which you can download here. I have also summarised some of the main points below.

Experience:
TherML - Machine Learning Engineer
Aug 2024 - present
  • Developing Faster-RCNN object detection models for the identification of thermal objects in thermograms.
  • Constructing pipelines on AWS for training, evaluation, and inference.
  • Integrating model predictions with a LLM report summariser.
Dissertation - Exploring and Understanding Cross-Lingual Transfer to Catalan and Galician via High-Resource Typological Relatives
Jul 2023 - Apr 2024
  • Implemented cross-lingual transfer by fine-tuning RoBERTa and T5 models across many NLP tasks.
  • Utilised an innovative embedding pruning technique to create simulations of small multilingual models from MMTs, circumventing my resource limitations.
  • Used statistical methods such as Euclidian Distance and MDS to identify the potential implications of language typology on model performance.
Magdalene College JCR - Secretary and Editor
Jan 2023 - Dec 2023
  • Produced and led a complete redesign of the college's internal newsletter, coordinating and editing regular articles from 12 student writers and artists.
  • Contributed to and helped design the committee's website.
  • Arranged, presented in and minuted JCR meetings, including meetings with senior staff.
Education:
University of Cambridge - BA (Hons) Linguistics
2021 - 2024
Imperial College via Coursera - Mathematics for Machine Learning
2023
    King Edward VI Grammar School, Chelmsford
    2014 - 2021
    • A-levels: Computer Science (A*), Biology (A*), English (A*), French (A)
    Skills:
    PyTorch, Transformers, AWS (SageMaker, Lambda), NumPy, spaCy, Praat

    Languages:
    Python, Java, JavaScript, HTML/CSS, English, French (A-Level), Russian (GCSE)

    Working On:
    C, Pandas, Docker, R, SQL, Portuguese, Vim, the tools to make this website!