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Aakash Shrestha

About me

Who I am, how I think about software, and what I am working towards.

Creating The Thinking Model.

A longer introduction is on the way. For now, my projects and writing are the most accurate picture of what I work on.

What I build

  • Autograd engines

    Building automatic differentiation engines and models from first principles to understand how learning actually works underneath the framework.

  • Deep learning models

    Designing and training neural network architectures, with a current focus on computer vision.

  • Research experiments

    Running experiments on model behaviour and training dynamics, and writing up what they show.

Currently

Learning

  • Deep Learning
  • Computer Vision

Building

  • Autograd Engines and Models