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Hello World!

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About Leo

Howdy! I’m Leo Hsu, a Master of Computer Science student at Texas A&M University, starting in Fall 2024. It's going to be the second year!

  • Gig'em Aggies! (2024-2026)
  • I worked on 3D/4D reconstruction & physics-aware computer vision with Prof. Cheng Zhang.
    • G2DSplat: Uncertainty-Aware Graph-Guided Dynamic Gaussian Splatting for Monocular 4D Reconstruction
    • Multi-object tracking in the healthcare environment
      • Video surveillance
      • Adverse activity detection
  • 敦品勵學!(2017-2021, 2022-2024)
  • I finished my Bachelor's degree and Master's degree at National Taiwan University, with a major in Forestry and Environmental Resource Conservation (FERC).
  • I developed an Android Application to replace the traditional forest sampling instrument, Relaskop, in my Master's thesis, advised by Prof. Tzeng Yih Lam.
  • In order to improve the efficiency of forest survey in Taiwan, I collaborated with National Taiwan University Experimental Forest (NTUEF) to develop an Android tablet application.
  • With a strong passion for deep learning, I became a graduate research assistant in the Department of Computer Science and Information Engineering at National Taiwan University, where I focused on computer vision (object detection and tracking) and large-language models (Retrieval Augmented Generation), advised by Prof. Cheng-Fu Chou.
    • Potential Sarcopenia prediction through patient description using BERT
    • Bed-exiting detection in collaboration with National Taiwan University Hospital

Tech Stack

Languages

My Skills

Dev

My Skills

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  1. NTUEF_Survey_APP NTUEF_Survey_APP Public

    The forest plots survey app for National Taiwan University Experimental Forest.

    Kotlin

  2. 2023-Fall-Cloud_Native_Application_Development_Group11 2023-Fall-Cloud_Native_Application_Development_Group11 Public

    2023 Fall NTU CSIE course Cloud Native Application Development.

    TypeScript

  3. 2023-Fall-Deep_Learning_in_Computer_Vision 2023-Fall-Deep_Learning_in_Computer_Vision Public

    Python

  4. 2022-Fall-Algorithm_Design_and_Analysis 2022-Fall-Algorithm_Design_and_Analysis Public

    2022 Fall NTU CSIE Algorithms Design and Analysis lectured by Prof. Yun-Nung Chen & Prof. Hsu-Chun Hsiao

    C++ 1

  5. 2022-Spring-Computer_Vision 2022-Spring-Computer_Vision Public

    2022 Spring NTU EE Computer Vision course lectured by Prof. Shao-Yi Chien

    Python

  6. 2021-Spring-Data_Structure_and_Algorithms 2021-Spring-Data_Structure_and_Algorithms Public

    2021 Spring NTU CSIE DSA lectured by Prof. Hsuan-Tien, Lin & Prof. Hsin-Mu, Tsia

    C