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aideep learningfpgahardwareharness engineeringmachine learningresearchsoftware development

June 22, 2026  ·  3 min read

AI Harnesses Explained

Unlocking AI potential with harness engineering, key components, and best practices

aimachine learningharness engineeringdeep learningsoftware development

January 15, 2026  ·  2 min read

Running YOLOv11 on an FPGA: What I Learned

A practical breakdown of deploying YOLOv11-Nano on the Xilinx ZCU104 — operator substitutions, INT8 calibration pitfalls, and the 49% throughput gain that made it to IEEE ISVLSI 2026.

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