Building an FPGA-based ML accelerator on Lattice ECP5 with open-source toolchains (Yosys/nextpnr, LiteX, Hardcaml). Scientific ML, edge inference, embedded deployment. Industry 4.0/IIoT. Interests: RISC-V, RTL-SDR, mechanical watches. dstrbad.substack.com