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yueyifei0716/README.md

Hi there 👋

I am currently an Honours Year student at the University of Sydney (USYD), within the School of Computer Science, Faculty of Engineering. Prior to USYD, I completed my Bachelor's degree at the University of New South Wales (UNSW), Faculty of Engineering. During my time there, I had the opportunity to study as an exchange student at the National University of Singapore (NUS), School of Computing. Before I transferred to UNSW, I finished 3 years of undergraduate study at the University of Nottingham (UoN), Department of Computer Science.


GIF


I am passionate about the fields of natural language processing, computer vision, and machine learning. In natural language processing, I am particularly interested in topic modeling, sentiment analysis, and word embedding techniques. For computer vision, I have a strong interest in image segmentation, image classification, and face and gesture recognition. My enthusiasm for these research areas stems from my desire to explore and understand the capabilities of machine intelligence in processing and interpreting complex data, as well as their potential applications in various fields.

📫 How to reach me: [email protected].

🖥 My personal website: yueyifei.xyz

Snake Game

Yifei's GitHub stats

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  1. constructing-virtual-human constructing-virtual-human Public

    An virtual human conducted by Unity3D with face, hand gesture, etc. functionalities.

    C# 1

  2. nlp-theme-model nlp-theme-model Public

    The project is accepted by Sigma Xi (The Scientific Research Honor Society) Student Research Conference.

    Jupyter Notebook 2

  3. elo-merchant-category-recommendation elo-merchant-category-recommendation Public

    Developed machine learning models to predict user loyalty in the ELO merchant category recommendation project, utilizing 1.05 million user transaction records and approximately 330,000 merchant rec…

    Python 2

  4. event-management-platform event-management-platform Public

    A web application using Flask and React, allowing hosts to register, login, and advertise events, and customers to view, book, and review events.

    Python 3

  5. comp9417 comp9417 Public

    COMP9417-Machine Learning & Data Mining - 2022 T2

    Jupyter Notebook 8

  6. brain_MRI_image_segmentation brain_MRI_image_segmentation Public

    Implemented a convolutional network for brain MRI image segmentation using TensorFlow, incorporating ideas from UNet, Attention-based UNet, and Deep Residual UNet.

    Jupyter Notebook 2