Experience

  1. Graduate Research Assistant

    Institute of Astronomy, National Tsing Hua University
    Studying the Milky Way halo dynamics using data from the DESI Milky Way Survey. Developing models to identify substructures evolution. Applying machine learning techniques to find hidden pattern in DESI.

  2. Software Engineer

    Microsec
    • Developed and maintained a key management system for enterprise clients
    • Researched and implemented post-quantum cryptography for a certificate authority
    • Designed envelope encryption for public key infrastructure
    • Developed a threat detection system using machine learning for IoT devices

  3. Data Scientist

    Allure AI
    • Co-founded the startup after winning Intel Hackathon 2020 Responsibilities include:
    • Coordinated machine learning research and development
    • Developed and maintained machine learning models for computer vision for beauty industry
    • Designed cloud infrastructure for machine learning model deployment

Education

  1. PhD in Astronomy

    University of Edinburgh

  2. MSc in Astronomy

    National Tsing Hua University
    Identifying substructures in the Milky Way halo using DESI survey data and galactic dynamics simulations. Also applying machine learning to reveal hidden patterns in stellar halo populations. Supervised by Professor Andrew Cooper.

  3. BSc in Astronomy

    Bandung Institute of Technology
    Completed a thesis on using convolutional neural networks (CNNs) to estimate stellar effective temperature, surface gravity, and metallicity from SDSS APOGEE spectra. Graduated with high distinction, won 3rd prize in a national robotics competition, and received the department’s Best Academic Improvement award in the second year. Supervised by Professor Mochamad Ikbal Arifyanto.