Summary
Suniel Mahesh is a Lead Platform Architect and founding member with nine years of hands-on experience building embedded Linux systems and BSPs for ARM32/ARM64 SoCs. He specializes in Linux kernel and U-Boot customization, Debian/Yocto/Buildroot-based bring-up, and multimedia stacks like GStreamer for real-time video/audio on resource-constrained hardware. At Edgeble AI he bridges low-level boot and driver work with edge AI, converting ONNX models to NPU formats (e.g., RKNN) and applying quantization and inference acceleration to squeeze performance and power from modern SoCs. A consistent open-source contributor to Buildroot, Linux Kernel, and U-Boot, he pairs production-grade engineering with upstream-friendly mainlining experience. His background spans board bring-up to device-driver mainlining across platforms like Rockchip, Amlogic, and NXP i.MX, and he’s comfortable operating both as a technical founder and a systems architect.
9 years of coding experience
13 years of employment as a software developer
Master's degree, Master's degree at Indian Institute of Technology, Guwahati
Bachelor's degree Electrical, Bachelor's degree Electrical at Kakatiya University
Master's degree, Master's degree at University of South Wales