Angel Villar-corrales
Postdoctoral Researcher at Meta
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolAngel Villar-corrales is a postdoctoral researcher at Meta with eight years of experience bridging machine learning, deep learning, and computer vision to teach intelligent systems to interpret images, video and audio. He earned a PhD in Autonomous Intelligent Systems from the University of Bonn after an MSc in Advanced Signal Processing and Communications, and has hands-on expertise in Python-centric stacks (PyTorch, NumPy, SciPy) and signal-processing libraries like Kymatio and Librosa. His work spans academic and applied projects—from image clustering with scattering transforms to music information retrieval and semi-automatic score-to-audio alignment—demonstrating a knack for combining modern deep learning with classical signal-processing theory. Based in Paris, he brings strong foundations in convex optimization, information theory and digital communications, and a track record of supervising and teaching students alongside publishing research. A practical programmer who moves between research and reproducible code, he often develops tooling and notebooks that make complex audio–visual experiments accessible.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Autonomous Intelligent Systems, Doctor of Philosophy - PhD, Autonomous Intelligent Systems at Rheinische Friedrich-Wilhelms-Universität BonnElectrical Engineering, Electrical and Electronics Engineering, Electrical Engineering, Electrical and Electronics Engineering at Hochschule für Technik und Wirtschaft des SaarlandesMaster in Advanced Signal Processing and Communications Engineering, Machinel learning, Signal Processing and Communications, Master in Advanced Signal Processing and Communications Engineering, Machinel learning, Signal Processing and Communications at Friedrich-Alexander-Universität Erlangen-NürnbergTelecommunications Engineering, ENGINEERING, Telecommunications Engineering, ENGINEERING at University Of Vigo
Spanish, English, French, Galician, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (7)
unsupervised-learning5
transformers2
prediction1
pytorch1
machine-learning1
deep-learning1
datasets1
Programming languages (2)
Github contributions (5)
angelvillar96/TemplaTorch
Apr 2022 - Nov 2022
Contributions:27 commits, 28 pushes, 1 branch in 7 months
vmorgenshtern/scattering-clustering
Jul 2020 - Aug 2021
Contributions:16 commits, 3 pushes in 1 year 1 month
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