Suraj’s Kona

👋🏾 Welcome to my little corner of the internet,

  • where I nurture ideas about the world and us.

Karmic Codons

Exploring the biological basis of cause and effect at the molecular level

March 7, 2024 · 5 min · Suraj

Hacky Prompt Engineering

Using Python-Formatted Output to Constrain LLM Responses

January 2, 2024 · 3 min · Suraj

All About Embeddings

… and the multidimensional worlds our AI inhabit.

November 10, 2023 · 3 min · Suraj

Eating in the Dark

Darkness retreats and their links to the pineal gland

May 1, 2023 · 3 min · Suraj

My portfolio of PyTorch writings

My work as a developer advocate leads me to meet several interesting people and ideas, and in the PyTorch community there is no dearth of either. Here I share a sampling of the content I create to make using PyTorch easier, or amplify inspirational voices in the community. PyTorch 101: Intro to PyTorch @ LFSummit Learn the basics Microsoft AI Show Twitter Microblogs: Low Numerical Precision in PyTorch Tensor Memory Formats Inference with Quantization Community Interviews: Refik Anadol creates mind-warping art with PyTorch Autodesk uses PyTorch to build a production-scale chatbot A fun PyTorch-based library to blend visual aesthetics Training and Inference at scale with Ray Qualcomm’s AIMET enables compressing PyTorch models for edge devices Quantum(!...

April 26, 2023 · 2 min · Suraj