Ivan Lobato
Sr. Scientist Machine Learning at Semplor
Antwerp, Antwerp, Belgium
Summary
👤
Senior🎓
Top SchoolIvan Lobato is a Sr. Scientist in Machine Learning with a PhD in Physics and over a decade of experience applying advanced computational methods to electron microscopy, atomic tomography, molecular dynamics and multidimensional data processing. He blends deep domain expertise in physical modeling with production-oriented software skills in C++, CUDA, Matlab and Python to build accurate, data-driven simulations of complex systems. Ivan has held research and applied roles across academia and industry, including senior positions at the Rosalind Franklin Institute, University of Antwerp, and current roles consulting in AI and leading ML science at Semplor. He is solutions-minded and comfortable working both independently and in collaborative research teams, quickly translating novel scientific problems into deployable algorithms. Notably, his background in experimental microscopy gives him a practical edge in designing ML approaches that respect physical measurement constraints. Based in Antwerp, he combines rigorous research training with hands-on engineering to push cutting-edge imaging and simulation projects toward real-world impact.
11 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD, Physics, PhD, Doctor of Philosophy - PhD, Physics, PhD at University of AntwerpBachelor's degree, Physics, Bachelor, Bachelor's degree, Physics, Bachelor at National University of Engineering
English, Spanish
Github Skills (9)
machine-learning10
deep-learning10
python10
data-science9
tensorflow9
neural-network9
ml8
deep-neural-networks8
pypi2
Programming languages (3)
Github contributions (5)
Ivanlh20/multem
Nov 2014 - Jan 2023
MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice simulations for various TEM experiments such as HRTEM, STEM, ISTEM, ED, PED, CBED, ADF-TEM, ABF-HC, EFTEM, and EELS.
Contributions:10 releases, 124 commits, 15 PRs in 8 years 3 months
Ivanlh20/tk_r_em
Mar 2023 - Mar 2025
Deep convolutional neural networks to restore single-shot electron microscopy images
Contributions:1 PR, 26 pushes, 1 branch in 2 years
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