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Posts
Installing PyTorch Geometric on Mac M1 with Accelerated GPU Support
Published:
Tutorial on installing a stable version of PyTorch Geometric (PyG) on Apple Sillicon with accelerated GPU support. (Link)
portfolio
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publications
talks
Gradient Based Parameter Estimation in Linear and Nonlinear State Space Models
Published:
Seminar tutorial on my research for my Master’s thesis at ESPCI Paris. The focus was on developping methods to a-posteriori backpropagate through the latent spaces of linear and nonlinear variants of the Kalman Filter in order to estimate model parameters.
teaching
Teaching Fellow in Computer Science
CS107/AC207 Systems Development for Computational Science, Harvard, John A. Paulson School of Engineering and Applied Sciences, 2022
CS107/AC207 is an applications course highlighting the use of software engineering and computer science in solving scientific problems. Students learn the fundamentals of developing scientific software systems including abstract thinking, the handling of data, and assessment of computational approaches: all in the context of good software engineering practices.