Seok Byun
Platform Software Firmware Engineer
San Diego, California, United States
Summary
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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 (33)
pytorch10
text-recognition10
anomaly-detection10
image-classification10
imagenet10
incremental-learning10
openmmlab10
machine-learning10
openvino10
sift10
super-resolution10
datasets10
semi-supervised-learning10
image-segmentation10
deep-learning10
Programming languages (1)
Github contributions (3)
openvinotoolkit/training_extensions
Jul 2022 - Feb 2024
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Contributions:37 reviews, 7 comments in 1 year 7 months
detectron2siftimage-segmentationface-recognitionoptimization-tools
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
pythoncomputer-vision-datasetsclipascal-voccoco
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