Guilherme Pereira
Software Scientist at STFC
Oxford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolGuilherme Pereira is a Software Scientist at STFC with eight years of experience applying numerical methods, optimization and statistical techniques to automate neutron scattering data analysis. He combines strong theoretical physics training with practical software engineering—optimizing Python pipelines with Numpy, Numba and custom fitting routines to accelerate bootstrap error estimation by an order of magnitude. His master's work used CNN, LSTM and hybrid CNN-LSTM models to demonstrate that touch-pressure profiles can identify individuals with up to 80% accuracy, reflecting an appetite for ML experiments that bridge hardware signals and pattern recognition. During a placement year he collaborated directly with nuclear physicists to embed state-of-the-art statistical methods into instrument data treatment, showing he thrives at the interface of domain science and software. Based in Oxford, he brings a track record of top academic performance and a knack for squeezing performance from numerical code while keeping tools accessible to scientists.
8 years of coding experience
1 year of employment as a software developer
Theoretical Physics, Theoretical Physics, Theoretical Physics, Theoretical Physics at The University of Sheffield
Portuguese, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (144)
windows10
bash10
wallet10
javascript10
linux10
shell10
cli10
subcommands10
console10
bsd10
android10
macos10
documentation10
poc10
leaflet10
Programming languages (8)
Github contributions (5)
Guilospanck/Guilospanck
Jun 2021 - Nov 2022
Contributions:38 commits, 38 pushes, 1 branch in 1 year 4 months
Guilospanck/Inter-Week-Backend
Dec 2021 - Nov 2022
This is the backend part based on the "Frontend Inter Week" series. The main goal of this series is to develop a copy of the web interface from Banco Inter.
Contributions:232 commits, 186 PRs, 209 pushes in 11 months
banco-interweb-interfacegoaljosejavascript
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