I'm a software engineer by background, mostly in high-frequency trading (HFT), HPC, systems programming, and networking — so a lot of focus on efficiency and low-level behavior. I had played a bit with FPGAs before, but nothing close to this scale — most of the hardware and Python internals work I had to figure out along the way.