George Strong

Senior Generative AI Engineer

Dunblane, Scotland, United Kingdom
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Summary

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George Strong is a Senior Generative AI Engineer with seven years’ experience applying ML and deep generative models to healthcare and scientific problems, currently building generative AI solutions at all.health. Trained as a computational physicist with a PhD in machine learning for ultrasound neuroimaging from Imperial College London, he blends rigorous numerical simulation and PDE expertise with practical GPU-accelerated software engineering (CUDA, distributed GPU clusters). He has led teams to productionize ML systems—delivering a 5× CUDA speed-up for imaging pipelines and reducing ultrasound model errors from hundreds of percent to low double digits—while also developing cloud-native MLOps and microservices. A practiced educator and communicator, he taught diffusion models and ML to master’s students and trained data science professionals across Europe, which sharpens his ability to translate research into impactful products. Comfortable across Python, C++, Go, PyTorch, Ray and Kubernetes, he focuses on fine-tuning, RAG/compound AI systems, and production inference at scale. Outside core AI work he brings an unusual mix of musical training and outreach experience, reflecting a collaborative, interdisciplinary approach to problem solving.
code7 years of coding experience
job6 years of employment as a software developer
bookModule S176 | Living without oil: chemistry for a sustainable future, Module S176 | Living without oil: chemistry for a sustainable future at The Open University
bookDoctor of Philosophy (PhD), Machine learning for ultrasound neuroimaging, Doctor of Philosophy (PhD), Machine learning for ultrasound neuroimaging at Imperial College London
bookSixth Form, Sixth Form at Wymondham College
bookImperial Horizons: An Introduction to Management, BUSINESS, MANAGEMENT, MARKETING, AND RELATED SUPPORT SERVICES, Distinction, Imperial Horizons: An Introduction to Management, BUSINESS, MANAGEMENT, MARKETING, AND RELATED SUPPORT SERVICES, Distinction at Imperial College Business School
bookBachelor's of Music (BMus), Bachelor's of Music (BMus) at Royal College of Music
bookMachine Learning | Coursera, Computer Science, Machine Learning | Coursera, Computer Science at Stanford University
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Github Skills (44)

data-connector10
integrate9
ultrasound9
structured-data9
medical8
api8
rest8
unstructured8
temporal8
golang7
pipeline7
unstructured-data7
cli7
grpc7
rest-api7

Programming languages (5)

TypeScriptMakefileGoJupyter NotebookPython

Github contributions (5)

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instill-ai/cookbook

Jul 2024 - Dec 2024

📔 A collection of Jupyter Notebooks
Contributions:10 reviews, 33 PRs, 49 pushes in 4 months
instill-corejupyter-notebook
Multimodal Hybrid Document Parsing
Contributions:8 PRs, 75 pushes, 5 branches in 1 month
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George Strong - Senior Generative AI Engineer