I also write on Medium and Substack about machine learning, robotics, and software engineering.
Recent Posts (2022-2025)
- PyTorch needs great Systems Engineers - If you’re excited about optimizing code that runs equally well on a single or thousands of GPUs and if you have the ability to submit a single substantial PR to a major OSS library, we want you on the PyTorch team.
- Why won’t Llama 13B fit on my 4090 - Quick analysis of memory requirements for running Llama models.
- A tour of torchdata - Deep dive into torchdata internals and how batches journey through the data loading pipeline.
- Reinforcement Learning is a Game Design Problem - Exploring the intersection of RL and game design principles.
2019 Posts
- Why developers should also be product managers - The case for developers taking on product management responsibilities.
- A personal review of Zach like the book - Personal thoughts on programming and engineering culture.
- Applications of Reversible Computing - Exploring reversible computing concepts and applications.
- Representation Theory for Robotics - Mathematical foundations for robotics using representation theory.
- Controlling a 2D robot arm with deep reinforcement learning and Floydhub - Practical RL application for robotic control.
- My 2 favorite books of 2018 - Book recommendations and reviews.
2015 Posts
- node.js in your browser - Exploring browser-based Node.js implementations.
- Alternative Numbering Schemes - Mathematical exploration of different number systems.
- Occam’s Razor - Explaining the principle of simplicity in problem-solving.
- Color Theory and Theory of Computation - Connecting visual design with computational theory.
- Probability without measure theory - Accessible introduction to probability concepts.
- Quantum Computers Can Simulate Classical Computers - Theoretical exploration of quantum computing capabilities.
2014 Posts
- Why Sci-Fi might not be so good at predicting the future - Critical look at science fiction’s predictive power.
About
- About Me - Personal background and interests.