Ramón Casero
Senior Computer Vision And AI Engineer at Ultromics
Oxford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolRamón Casero is a Senior Computer Vision and AI Engineer based in Oxford with 16 years of experience applying mathematical, statistical and engineering expertise to medical imaging and biomedical research. Trained as a biomedical engineer with a DPhil from Oxford, he has led projects across histology, MRI and ultrasound—building deep learning pipelines, novel reconstruction theory and near‑isometric mesh parametrization methods that dramatically sped up analysis. He bridges academia and industry, delivering production-ready computer vision solutions at startups and research institutes (including high-throughput histology pipelines and cardiac imaging toolchains). Ramón combines hands-on coding in Python, C++ and Matlab with cluster/GPU deployment experience and a track record of supervising and integrating multidisciplinary teams of clinicians, scientists and developers. An unexpected strength is his breadth across scales—from microvasculature segmentation to whole-organ 3D atlases—allowing him to translate niche biological problems into robust ML systems.
16 years of coding experience
15 years of employment as a software developer
DPhil (PhD) Medical Image Processing Bioengineering, DPhil (PhD) Medical Image Processing Bioengineering at University of OxfordCharles III University of Madrid (Universidad Carlos III de Madrid)Erasmus International Student Mechatronics, Erasmus International Student Mechatronics at Johannes Kepler Universität LinzInternational Baccalaureate Science, International Baccalaureate Science at IES Ramiro de Maeztu
Spanish, English, German
Stackoverflow
3reputation
387reached
0answers
1question
Github Skills (137)
python10
image-processing10
mouse10
deep-learning10
computational-biology10
medical10
scientific-computing10
microscopy10
corpus10
electrophysiology10
neural-network10
jax10
biology10
reduction10
scipy10
Programming languages (9)
Github contributions (5)
MRC-Harwell/cytometer
Jun 2017 - Dec 2021
White adipocyte segmentation from whole slides of H&E histology and Klf14 mouse white adipose tissue phenotyping
Contributions:3329 commits, 40 PRs, 36 pushes in 4 years 6 months
tissuemousephenotypingbioinformaticshistology
vigente/gerardus
Jul 2009 - Jul 2019
Computational biology and medical image processing scripts and programs
Contributions:1 release, 4052 commits, 4 PRs in 10 years 1 month
pythonmedical-imagemedical-image-processingbiologyreduction
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