Guillermo Perez
Founding Research Engineer at Nudge
Oxford, England, United States
Summary
👤
Senior🎓
Top SchoolGuillermo Perez is a founding research engineer and neurotech-focused ML researcher with 11 years of experience bridging physics, machine learning theory (DPhil, Oxford) and applied neurotechnology. He builds differentiable numerical solvers and end-to-end software stacks for ultrasound neuromodulation, multimodal human behavior models, and personalised digital twins, blending rigorous theory with practical engineering. His work spans social VR, animation, and robotics—using immersive platforms both to gather behavioral data and to prototype AI that interacts like humans across vision, speech and movement. A serial builder and founder, he has led ML projects from cancer-detection prototypes to AI-driven NPC animation and lived at the intersection of XR, nano/bio and cognitive freedom. Colleagues describe him as relentlessly curious and drawn to hard, elegant problems that improve society.
11 years of coding experience
6 years of employment as a software developer
International Baccalaureate, Spanish, English B, Physics, Chemistry, Geography, Mathematics, 40. 7 in Physics HL, Chemistry HL and Mathematics HL, International Baccalaureate, Spanish, English B, Physics, Chemistry, Geography, Mathematics, 40. 7 in Physics HL, Chemistry HL and Mathematics HL at Sotogrande International SchoolDPhil, Machine learning theory, DPhil, Machine learning theory at University of Oxford
Spanish, English, French
Github Skills (199)
usb-hid10
nteract10
python10
spi10
deep-learning10
gpu10
bluetooth10
gpu-acceleration10
serve10
trackpad10
hid10
acceleration10
numpy10
ml10
tiddlywiki10
Programming languages (11)
Github contributions (5)
guillefix/oxram
Sep 2014 - Mar 2019
Contributions:86 commits, 73 pushes, 1 branch in 4 years 6 months
guillefix/jera-stokosm
Feb 2015 - May 2016
Contributions:31 commits, 18 pushes, 1 branch in 1 year 3 months
goalsrelationsvisionpostgresqlexplorer
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