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Hi, I'm Akshay 👋

I build foundational Python tools for developers who work with data.

  • 💻 I'm currently working on marimo, a new kind of reactive Python notebook.
  • 🔭 I developed PyMDE, a PyTorch library for computing custom embeddings of large datasets.
  • 🖩 I'm a maintainer and developer of CVXPY, a widely-used library for mathematical optimization.
  • 📚 I love writing. I write blog posts, research papers, and books, including a book on embeddings.
  • 🎓 I graduated from Stanford University with a PhD, advised by Stephen Boyd. All my papers are accompanied by open-source software.

I'm always open to conversations. Reach me via email.

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Akshay Agrawal's Projects

bft2f icon bft2f

Distributed authentication with BFT2F fault tolerance

cvxpy icon cvxpy

A Python-embedded modeling language for convex optimization problems.

edxclassify icon edxclassify

A machine learning pipeline for classifying MOOC discussion forums.

fnc-dak icon fnc-dak

Submission for the Fake News Challenge

gavel icon gavel

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which is to appear at OSDI 2020

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

llmware icon llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

models icon models

Models and examples built with TensorFlow

papers icon papers

ML & optimization papers that interest me.

runhouse icon runhouse

Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.

scs icon scs

C package that solves convex cone problems via operator splitting

tornado-reactjs icon tornado-reactjs

Boilerplate code to use React.js framework in a Tornadoweb server with templates.

video-games icon video-games

A collection of video- game-related projects and scripts.

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