Albert Alonso

Postdoctoral Researcher at phaige

Copenhagen, Capital Region of Denmark
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Summary

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Senior
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Albert Alonso is a computational physicist and postdoctoral researcher with eight years of experience bridging high-performance scientific computing, large-scale machine learning, and biophysics research. Trained at the Niels Bohr Institute and holding a PhD in Biophysics from the University of Copenhagen, he has taught HPC and ML courses, contributed to fundamental cellular-behavior research during a visiting stint at Imperial College, and shipped production desktop applications earlier in his career. Now splitting time between academia and co-founding phaige, he combines rigorous simulation and numerical methods expertise with practical software engineering practices like version control and test-driven development. Colleagues describe him as equally comfortable optimizing HPC workflows and prototyping ML-driven data science pipelines, with a knack for translating complex physics problems into performant, maintainable code.
code8 years of coding experience
job2 years of employment as a software developer
bookDoctor of Philosophy - PhD, Biophysics, Doctor of Philosophy - PhD, Biophysics at Københavns Universitet - University of Copenhagen
bookBachelor's degree, Physics, Bachelor's degree, Physics at Universitat de Barcelona
languagesEnglish, Spanish, Catalan
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Github Skills (98)

vala10
python10
xaml10
deep-learning10
wpf10
optimization10
ml10
neural-network10
jax10
gaussian-processes10
tensorflow10
csharp10
machine-learning10
material-design10
deep-neural-networks10

Programming languages (14)

C#MDXJavaC++CSSCValaHTML

Github contributions (5)

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alonfnt/bayex

Aug 2021 - Oct 2022

Minimal Implementation of Bayesian Optimization in JAX
Contributions:2 releases, 61 commits, 66 PRs in 1 year 2 months
bayesianjaxbayesian-optimizationpythongaussian-process-regression
alonfnt/pcax

May 2023 - Jul 2025

Differentiable Principal Component Analysis (PCA) implementation in JAX
Contributions:2 releases, 18 PRs, 14 pushes in 2 years 1 month
jaxprincipal-component-analysispcadimensionality-reductiondifferentiable-programming
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