A 200-clause Tsetlin Machine MNIST digit classifier implemented entirely on a Tang Nano 9K FPGA board, running inference through a UART interface. The design receives 98 raw image bytes and outputs a single predicted digit (0-9) with 100% accuracy on a 100-sample test batch.