At Nokia, I automated FPGA design flows for 5G PHY layer RU processing on Xilinx Zynq SoC, using TCL and Vivado to automate RTL synthesis, implementation, and bitstream generation. I also performed IP verification and regression analysis for PHY layer IP blocks.
On my Wireless NOC congestion prediction project, I implemented a Spiking Neural Network and trained a classifier that achieved over 90% congestion prediction accuracy. I’ve also worked on I2C protocol implementation and ANN deployment on FPGA.

