Projects

  • Blockchain-based E-voting system using Blind Signatures
    Sep 2023 - Feb 2024

    • Designed and implemented a blockchain-based e-voting system utilizing blind signatures and the relayer structure, achieving untraceable anonymity, verifiability, together with strong security, privacy, etc.

    • Achieved at least 40% greater efficiency in terms of gas costs comparing to existing systems with similar security measures.

    Solidity / Blind Signatures / Ethereum
  • 3-party Random Number Generation on Ethereum
    Feb 2023 - May 2023

    • Implemented a tamper-proof protocol for generating truly uniform random numbers on Ethereum by leveraging RSA, Goldwasser-Micali cryptosystem, and a secret sharing scheme.

    • The generated numbers are tamper-proof and remain secret until they are finalized.

    RSA / Goldwasser-Micali Cryptosystem / Homomorphic Encryption / Ethereum
  • Data Visualization of COVID-19
    Sep 2022 - Dec 2022

    • Visualized COVID-19 data—including infection, death, and vaccination rates—in U.S. prisons using various graphs. The system summarizes data by geography, state political affiliation, facility type, and prison personnel.

    Matplotlib / Tableau / D3
  • Real-time Vacancy Detection System Using Fisheye Cameras [See more]
    Aug 2022 - May 2023

    • Awarded the HKUST Best FYP Award and the Huawei FYP award for the year 22/23.

    • Collaborated with FYP team members to design and implement a Vacancy Detection System for a smart car park, achieving 91% accuracy with no false detections in real-world testing.

    • The system utilizes transfer learning, CNN, and YOLOv5, and achieves a wider detection angle than industry standards by incorporating a fisheye camera and an undistortion algorithm.

    CNN / Yolov5 / cv2 / Django
  • Stock Price Predictor
    Feb 2022 - May 2022

    • Developed a price predictor for Apple Inc. (AAPL) by training a multilayer perceptron on historical stock data. The system dynamically forecasts the next-hour stock trend, displayed on an interactive webpage built using AWS for seamless user engagement.

    Multilayer Perceptron model / AWS