About
Dr. Hector Andrade Loarca is a Postdoctoral Researcher at the Technical University of Munich (TUM) within the School of Computation, Information and Technology and Department of Informatics 9 (Computer Vision Group), working under Prof. Daniel Cremers on 3D deep learning and shape reconstruction.
His research spans multiple disciplines at the intersection of computer vision and applied mathematics:
- 3D Shape Reconstruction
- Biomedical Imaging
- Inverse Problems
- Machine Learning Applications
- Inverse Rendering Techniques
- Applied Harmonic Analysis
Dr. Andrade Loarca maintains active industry engagement as Head of AI at AngioWave Imaging (leading biomedical imaging AI as a founding team member) and Head of AI at Nazca VC (developing AI tools for venture capital analysis in Latin America).
His academic background includes a PhD from TU Berlin in the Applied Functional Analysis Group, with postdoctoral work at LMU Munich's Mathematical Foundations of AI Group under Prof. Gitta Kutyniok, focusing on inverse problems in medical imaging and graphics.
He has developed notable software projects including Shearlab.jl (a Julia library for multidimensional signal processing) and tfShearlab (TensorFlow interface for Shearlab-style transforms), and has presented his work at conferences including JuliaCon and PyData.
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