Roger Trullo
Senior Research Engineer at InstaDeep
France
Summary
👤
Senior🎓
Top SchoolRoger Trullo is a Senior Research Engineer with a PhD in Deep Learning applied to medical imaging and over a decade of experience deploying ML and computer vision solutions across pharma, aerospace, and research settings. He has led applied research from classical methods to state-of-the-art deep learning—designing CNN/FCN segmentation models, GAN-based image synthesis, and anomaly detection pipelines for CT and MRI data. At Sanofi and Safran he translated research prototypes into domain-ready bioimaging and NDT tools, and now advances applied ML at InstaDeep. Comfortable with probabilistic graphical models and Bayesian approaches as well as modern deep learning, he brings a strong blend of theoretical rigor and production-minded engineering. An unusual thread through his career is repeatedly bridging one-class and ensemble methods into practical anomaly detection systems for imaging tasks.
10 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD Deep Learning applied to Medical Imaging, Doctor of Philosophy - PhD Deep Learning applied to Medical Imaging at Université de RouenMaster of Science (MSc) Computer Science, Master of Science (MSc) Computer Science at Polytech ToursElectronic Engineer Electrical and Electronics Engineering, Electronic Engineer Electrical and Electronics Engineering at Universidad del Valle (CO)
Spanish, English, French
Stackoverflow
1,506reputation
131kreached
26answers
14questions
Github Skills (104)
python10
deep-learning10
computer-graphics10
gpu10
cyclegan10
convolutional-neural-networks10
numpy10
neural-network10
image-translation10
tensorflow10
image-manipulation10
pytorch10
receptive-field10
machine-learning10
generative-adversarial-network10
Programming languages (6)
Github contributions (5)
rogertrullo/tiatoolbox
Aug 2022 - Nov 2024
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
Contributions:2 PRs, 6 pushes, 7 branches in 2 years 3 months
pythontoolboxwarwicktiacomputational-pathology
rogertrullo/Receptive-Field-in-Pytorch
Mar 2018 - Jul 2019
Numerical Computation of Receptive Field in Pytorch
Contributions:7 commits, 1 PR, 6 pushes in 1 year 4 months
pytorchreceptive-fieldconvolutional-neural-networksdeep-learning
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