Roy Miles
Senior Research Scientist at Noah's Ark Lab
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolRoy Miles is a Senior Research Scientist at Huawei Noah's Ark Lab in London with a decade of experience in efficient ML, knowledge distillation, and multimodal models. His work spans academic and industrial research—from PhD studies at Imperial College to award-winning internships at Samsung and contributions recognized by NeurIPS and an internal best contributor award in 2024. He focuses on making large models and diffusion approaches practical for resource-constrained settings, combining theoretical rigour with systems-minded engineering. Notably, he has turned mobile and embedded constraints into publishable innovations (CVPR paper and a patent) and continues to bridge cutting-edge research with real-world deployability.
10 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Imperial College LondonMaths, Futher Maths, and Physics A levels, Maths, Futher Maths, and Physics A levels at Ashcombe Sixth Form(MEng) Electronic and Electrical Engineering, ENGINEERING, (MEng) Electronic and Electrical Engineering, ENGINEERING at University of Bristol
English
Github Skills (63)
transformers10
pytorch10
peft10
cifar10010
python10
machine-learning10
ml10
model-compression10
llm10
google-colab10
deep-learning10
tensorflow10
coco10
deep-neural-networks10
fine-tuning10
Programming languages (6)
Github contributions (5)
roymiles/fpga-bnn
Mar 2018 - Feb 2023
Contributions:16 pushes, 1 branch in 4 years 11 months
roymiles/roymiles.github.io
Aug 2018 - Mar 2026
Contributions:67 pushes, 1 branch in 7 years 8 months
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