Gunja Pandav

Gunja Pandav is a senior product manager for NVIDIA math libraries. She holds a PhD in Computational Physics from the University of Texas at Austin. Prior to joining NVIDIA, Gunja spent 10 years in the industrial AI space developing models and software for enterprise AI.
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Posts by Gunja Pandav

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Developer Tools & Techniques Apr 22, 2026

Simplify Sparse Deep Learning with Universal Sparse Tensor in nvmath-python

In a previous post, we introduced the Universal Sparse Tensor (UST), enabling developers to decouple a tensor’s sparsity from its memory layout for greater... 11 MIN READ
Developer Tools & Techniques Jan 30, 2026

Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor

Sparse tensors are vectors, matrices, and higher-dimensional generalizations with many zeros. They are crucial in various fields such as scientific computing,... 15 MIN READ