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Hi there ๐Ÿ‘‹, this is Roy

๐Ÿ”ญ Who am i ?

  • โšก CUDA Developer
  • ๐Ÿงช Machine Learning Engineer
  • ๐ŸŽ“ Msc in Big Data Technology @ HKUST

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๐Ÿ–ฅ๏ธ Projects

Institution Role Period Project

Senior CUDA Engineer 2023 Pedestrian Detection and Tracking
GPU Video Decoding
2022 Image processing with CUDA Kernel
CUDA clustering Kernel
Ensemble Age and Gender Model on TRITON with DALI
Machine Learning Engineer 2019 Pedestrian Detection on TensorRT
Face Detection on TRTIS (former TRITON Inference Server)

AI Systems Engineer 2021 Real Time PPE Detector on Edge Device
Real Time Fatal Zone Alert on Edge Device

Master Degree Student 2022 DeGit (decentralized github with Smart Contract)
Federated Learning with FATE
2020 Real Time Pedestrian Detector on Edge Device

Engineering Associate 2019 Fedearated Learning with Fog Computing on smart lamp-post
Data fusion on smart contract

Research Assistant 2018 Gesture classification on EEG signals

๐Ÿ“ซ How to reach me:

royinx's Projects

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

cv-cuda icon cv-cuda

CV-CUDAโ„ข is an open-source, graphics processing unit (GPU)-accelerated library for cloud-scale image processing and computer vision.

lfd-a-light-and-fast-detector icon lfd-a-light-and-fast-detector

LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.

llm_triton icon llm_triton

LLM in Triton , Hugging Face -> Pytorch -> ONNX -> TensorRT -> Triton

nerf icon nerf

Instant neural graphics primitives: lightning fast NeRF and more

setting icon setting

Deep learning installation when new ubuntu installed

videoprocessingframework icon videoprocessingframework

Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions

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