These are the projects I recommend building instead of just buying something off the shelf.

Google offers up a ton of AI tools, and if you're trying to learn more about something or study, NotebookLM might be your ...

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...

There are plenty of radios you can buy that pick up MW and SW bands if that’s what you’re into. Or, you can follow [mircemk]’s example, and whip one up yourself instead. The build employs an ESP32 as ...

Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

Tony Goacher] has worked with a lot of cheap brushless DC motor controllers built in China. They can be very cost-effective, ...

Explore 10 beginner-friendly PyTorch projects for 2026, featuring full source code. Master deep learning by building image classifiers, GANs, and NLP models designed to bridge the gap between theory ...

Weiyao Wang spent eight years at Meta — his first job out of college — helping build multimodal perception systems and contributing to open-world segmentation projects, including SAM3D. His final day ...

A complete walkthrough of implementing the original Attention Is All You Need encoder-decoder Transformer—no torch. nn.Transformer, no shortcuts. The 2017 paper "Attention Is All You Need" by Vaswani ...

The choice of deep learning frameworks increasingly reflects how AI projects are built, from experimentation to large-scale deployment. Hiring decisions now focus on how well candidates can apply ...

Andrej Karpathy created microGPT, a minimal GPT using only 243 lines of Python code. The project simplifies LLM architecture to basic mathematical operations without external libraries. Karpathy's ...