Skip to content
View WaywayPao's full-sized avatar
1 follower · 2 following

Achievements

Achievement: Starstruck

Achievements

Achievement: Starstruck

Block or report WaywayPao

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
WaywayPao/README.md

Hi, I'm Pang-Yuan 👋

Website LinkedIn Google Scholar X Resume Email

I'm an AI compiler engineer at MediaTek. I work on the compiler for MDLA, MediaTek's on-device NPU, and spend most of my days figuring out how to make neural networks run faster and use less memory on it.

I came to compilers from computer vision. During my master's at NYCU I was in the HCIS Lab, working on risk object identification for autonomous driving 🚗. That background still helps a lot. It's much easier to optimize a model when you know what it's actually doing.

What I'm working on

  • Hardware-aware optimizations in the MDLA compiler
  • Tracking down NPU performance bottlenecks, and building a hint-guided option tuner to get better speed and memory usage
  • Tools I use every day: C++ MLIR TensorFlow

I'm also really interested in generative AI on edge devices, and in how to make it fast enough to be useful in practice.

Background

💼 MediaTek · AI Compiler Engineer · 2025 – now
💼 EGO INNOVATION · Software Engineer · 2024 – 2025
🎓 NYCU · M.S. in Multimedia Engineering, advised by Yi-Ting Chen · 2021 – 2025
🎓 NSYSU · B.S. in Computer Science and Engineering · 2017 – 2021

Publications

  • Potential Field as Scene Affordance for Behavior Change-Based Visual Risk Object Identification
    Pang-Yuan Pao, Shu-Wei Lu, Ze-Yan Lu, Yi-Ting Chen
    ICRA 2025 · Project page

  • RiskBench: A Scenario-based Risk Identification Benchmark
    Chi-Hsi Kung, Pang-Yuan Pao, Chieh-Chi Yang, Shu-Wei Lu, Pin-Lun Chen, Hsin-Cheng Lu, Yi-Ting Chen
    ICRA 2024 · Project page

Popular repositories Loading

  1. labelme labelme Public

    Forked from wkentaro/labelme

    Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

    Python

  2. BiTTC BiTTC Public

    Forked from NVlabs/BiTTC

    Python

  3. Detecting-the-Unexpected-via-Image-Resynthesis Detecting-the-Unexpected-via-Image-Resynthesis Public

    Python

  4. hello-algo hello-algo Public

    Forked from krahets/hello-algo

    《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

    Java

  5. TrafficeScene-Annotation-Tool TrafficeScene-Annotation-Tool Public

    Python

  6. RiskBench-Vis-Tools RiskBench-Vis-Tools Public

    Python