Imagination Technologies: AI Researcher London, Oct 2022-Present
- Optimised diffusion networks for image generation on the GPU and neural network accelerator
- Designed a novel sparse graph attention network architecture, improving inference up to 10x
- Communication: daily stand-up updates, weekly progress meetings and presentation of work
Imagination Technologies: AI Research Placement London, Apr 2021-Sep 2021
- Optimised 2 neural networks for NLP, using cross-attention, for the neural network accelerator
- Trained 3 custom 4/8 bit quantised models (NLP with transformer), with accuracy within 1% of full precision
Southeastern Railway: Summer intern, Web Development London, Jun 2020-Jul 2020
- Constructed a web module codebase to automate QR code scanning and processing
- Extended project for database compatibility and future integration with the internal system
FireTech: Summer tutor London, Jul 2019-Aug 2019
- Prepared week-long daily lesson materials for the “Python”, and “C for robotics” courses
- Designed the activities program, involving two engaging 2-hour sessions each day