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110 followers · 1 following
  • Quansight
  • Estonia

Achievements

Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Mars 2020 ContributorAchievement: Pull Sharkx3Achievement: Arctic Code Vault ContributorAchievement: Starstruck
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Achievements

Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Mars 2020 ContributorAchievement: Pull Sharkx3Achievement: Arctic Code Vault ContributorAchievement: Starstruck
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Organizations

@xnd-project
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pearu/README.md

  • I'm currently a Staff Software Engineer at Quansight

  • My current interests in Scientific Computing include (see here for technical blogs):

    • Validation of mathematical functions with complex inputs in various libraries such as NumPy, PyTorch, XLA/JAX, Tensorflow, MPMath, etc
    • Theory of Sparse Arrays, in particular, PyTorch sparse tensors support
    • Optimization of Triton kernel parameters
    • Interoperability of Array-like objects from various software
    • Algorithms and Implementations
    • Support Fortran 90 TYPE construct in F2Py

  • I have initiated and co-authored a number of open source projects with the following highlights:

    • RBC - Remote Backend Compiler
    • F2Py - Fortran to Python interface generator DOI, ships with NumPy DOI
    • SciPy - open-source software for mathematics, science, and engineering DOI

    and contributed to a number of open source projects such as XLA, JAX, Heavy.AI, PyTorch, Numba, Apache Arrow, conda-forge, XND, SymPy, etc.

  • My background is in Scientific Research: Mathematical Physics, Nonlinear Waves, Mechanics, Systems Biology, Microscopy, Solid Mechanics, Optics, Scientific Computations, etc. CV@ERIS, ORCID, Scholar

  • 📫 How to reach me: Linkedin, GMail

  • Fun facts:

    • I have completed AoC 2019, AoC 2020
    • Estonian Champion 2006 in Dog Obedience (German Shepherd), currently training for Agility (Boston Terrier)
    • Ship engineer by profession, raced with power boats (Circuit S-250, S-350, OSY-400, O-125, F-500), teached sailing to kids

  • 😄 Pronouns: standard Modern English

Pinned

  1. pylibtiff pylibtiff Public

    A Python tiff library

    Python 119 53

  2. xnd-project/libxnd xnd-project/libxnd Public

    Subsumed into xnd

    C 80 12

  3. heavyai/rbc heavyai/rbc Public

    Remote Backend Compiler

    Python 29 10

  4. xnd-project/arrayviews xnd-project/arrayviews Public

    ArrayViews: creating specific views to array storage objects

    Python 16

  5. xnd-project/umem xnd-project/umem Public

    Unifying MEmory Management library for connecting different memory devices and interfaces

    C 6 1

  6. gcs gcs Public

    Generalized Compressed Storage of multi-dimensional arrays

    Python 1 2