#from scratch

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Systems Programming

From Scratch: My 64-bit RISC VM and Compiler in Java

A deep-dive into my from-scratch project: building a 64-bit RISC-V virtual machine and a custom compiler entirely in Java. Discover the architecture, challenges, and key learnings.

Alex Carter•Sep 16, 2025

7 min read

Deep Learning

I Built YOLOv1 From Scratch: 5 Hard Lessons for 2025

I built the original YOLOv1 from scratch in 2025. This deep dive reveals 5 hard-won lessons on loss functions, data augmentation, and why it matters now.

Alex Carter•Sep 8, 2025

7 min read

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#from scratch

From Scratch: My 64-bit RISC VM and Compiler in Java

I Built YOLOv1 From Scratch: 5 Hard Lessons for 2025

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