Ramiro Camino

Applied Scientist at Amazon

Berlin, Germany
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Summary

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Ramiro Camino is an Applied Scientist based in Berlin with 11 years of experience applying deep learning, generative models, and classical ML to real-world problems, currently leveraging LLMs for incident response and prevention at Amazon. He holds a PhD in Computer Science and has a strong research background in GANs for tabular data tasks such as imputation and minority oversampling, giving him a rare blend of academic rigor and production-focused engineering. Ramiro has led small development teams and shipped end-to-end systems—from Flutter mobile apps with OBD/CAN integrations to REST APIs and scalable ML services—across industry and research projects in Europe and beyond. He is comfortable across the stack and languages (Kotlin, Swift, Flutter, Python), and often bridges sensor, vehicle, and network data in multidisciplinary initiatives like MODALES and 5G-EMIT. A continual learner, he combines deep generative modeling expertise with practical experience detecting suspicious behavioral patterns in tabular data, making him effective at turning complex research into deployable solutions.
code11 years of coding experience
job13 years of employment as a software developer
book3rd International Winter School on Big Data, Computer Science, 3rd International Winter School on Big Data, Computer Science at Università degli Studi di Bari
bookDoctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at University of Luxembourg
bookInternational Summer School on Deep Learning 2017, Computer Science, International Summer School on Deep Learning 2017, Computer Science at University of Deusto
book2nd Data Science Summer Shool, Computer Science, 2nd Data Science Summer Shool, Computer Science at École Polytechnique
bookEscuela de Ciencias Informáticas (ECI) 2016, Computer Science, Escuela de Ciencias Informáticas (ECI) 2016, Computer Science at Universidad de Buenos Aires
languagesSpanish, English, Italian, French
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Stackoverflow

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3reputation
2kreached
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1question
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Github Skills (29)

generative10
categorical10
generative-adversarial-network9
python9
machine-learning9
statistics9
data-analysis8
flutter-plugin8
data-science8
pytorch7
ios7
android7
scikit-learn7
deep-learning7
scikit7

Programming languages (4)

JavaScriptJupyter NotebookPythonDart

Github contributions (5)

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Contributions:219 commits, 25 pushes, 1 tag in 2 months
Code for the paper "Generating Multi-Categorical Samples with Generative Adversarial Networks"
Contributions:42 commits, 1 PR, 19 pushes in 1 year 1 month
pytorchdeep-learningadversarialgenerative-adversarial-networkgenerative-adversarial-networks
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Ramiro Camino - Applied Scientist at Amazon