Intro

Hello there, my name is Yao and I am a recent BSc Computer Science graduate from Durham University.

Here I will be showcasing some of the work I have produced during my studies as well as the projects commenced outside of university.

Kindle Clippings

A simple UI for displaying 'My Clippings.txt' exported from Kindle Paperwhite 3rd Gen
Frontend - React js
Backend - FastAPI

Dissertation, Year 3

My dissertation for third year focused on building an image retrieval system for frontispieces and title-pages published before the 17th century.

  • collected dataset from scratch as there are no existing archives for frontispieces and title-pages
  • researched the use of zero/one/few shot learning due to limited data collected
  • used Convolutional Neural Network based Siamese Neural Network (SNN) coded in Keras and PyTorch
  • evaluated the effectiveness of the trained SNN in detecting visual similarity in frontispieces and title-pages
  • implemented an offline front-end using Flask for image retrieval searchable database
  • submitted report, including code will be published on GitHub soon
  • Abstract


    • Multimedia and game
    development, Year 3

  • 3D game designed using Unity and Blender
  • Windows/Mac/WebGL builds available for download
  • Please see READ ME for more information


    • I am still in the process of updating this portfolio, most of my work are done using Python, C++ and JavaScript.

    Contact

    I can be reached via LinkedIn.

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