The author built a custom Arch Linux ARM laptop with 128 GB RAM and NVIDIA GPU, achieving similar performance to Windows in various tests, including 7-Zip compression and inference tasks. The setup allows for local processing and fine-tuning of models without relying on cloud services or Windows-specific features.