Niall Horn

Machine Learning Engineer

Great Ayton, England, United Kingdom
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Summary

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Top School
Niall Horn is a Machine Learning Engineer with eight years of hands-on experience building simulation and VFX systems for film and XR, combining deep CFD and graphics expertise with practical tooling in Houdini, Python and VEX. He has delivered production FX on major features and commercials at studios like ScanlineVFX, Framestore and ILM and later led R&D and an early-stage startup exploring ML-accelerated simulation for XR. His work spans custom solver development, OpenVDB extensions, lightweight fluid solvers and automation tooling, reflecting a rare blend of research-level high-performance graphics and production pragmatism. Based in Great Ayton, UK, he brings an MSc in High Performance Graphics and a history of shipping complex simulations under tight deadlines—plus an ongoing interest in VR/AR and VFX that drives his experiments at the intersection of ML and real-time content.
code7 years of coding experience
job1 year of employment as a software developer
bookMSc Computer Science : High Performance Graphics, MSc Computer Science : High Performance Graphics at University of Leeds
languagesEnglish
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Github Skills (22)

xor7
x255196
shamir-secret-sharing6
hmac6
crypto6
elliptic-curve-cryptography6
class-library5
ray5
cryptography5
ecdsa5
temporal-data5
fhe5
pytorch-lightning5
post-quantum5
cryptanalysis5

Programming languages (3)

C++ShaderLabPython

Github contributions (5)

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Contributions:16 commits, 5 pushes, 1 branch in 20 days
Contributions:4 pushes, 1 branch in 5 months
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Niall Horn - Machine Learning Engineer