Over a two-month period, contributed to kernel and user-space enhancements in device driver development, focusing on the MLX5 driver within the amzn/rdma-core and geerlingguy/linux repositories. Implemented BlueFlame capability support by detecting bf_reg_size and exposing this feature to user-space through updated context flags and pyverbs string representations, enabling improved performance awareness. Enhanced the Mellanox mlx5 driver by introducing conditional warnings for unsupported write combining, reducing system noise and latency, and expanded PCI device ID coverage to support upcoming ConnectX-10 hardware. Work emphasized low-level programming, hardware integration, and performance optimization using C and Cython in embedded systems contexts.