Seok Byun
Platform Software Firmware Engineer
San Diego, California, United States
Summary
🤩
RockstarSeok Byun is a Platform Software/Firmware Engineer based in San Diego with over 20 years of embedded and system software experience and four years focused on platform firmware in his current role at MediaTek. He has deep expertise in Linux kernel/device drivers, connectivity stacks (WiFi/BT/GPS), PCIe/SDIO interfaces and bringing AI/VPU capabilities to edge devices—work sharpened during a decade at Intel enabling Movidius/Myriad VPU and OpenVINO integrations. His background spans handset and wearable platforms, real-time protocol design, and modem host driver development, giving him a rare end-to-end view from low-level firmware to Android integration. Colleagues rely on him for performance and power optimization, kernel upgrades, and enabling hardware interfaces under tight product constraints. Notably, he has repeatedly bridged hardware and application teams to ship AI inference and connectivity features on constrained devices.
4 years of coding experience
25 years of employment as a software developer
Github Skills (25)
pytorch10
image-classification10
incremental-learning10
openvino10
datasets10
semi-supervised-learning10
nvidia10
image-segmentation10
coco10
self-supervised-learning10
automl10
raw-image10
object-detection10
quantization10
computer-vision10
Programming languages (1)
Github contributions (3)
open-edge-platform/geti
Jul 2022 - Feb 2024
Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, with CPU, Intel XPU, and NVIDIA CUDA support.
Contributions:37 reviews, 7 comments in 1 year 7 months
computer-visioncudainferencenvidiaraw-image
open-edge-platform/datumaro
Nov 2022 - Jan 2024
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Contributions:1 review in 1 year 1 month
clicomputer-visionpythondeep-learningneural-networks
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.