Experience

  1. Deep Learning Exchange Intern

    MediaTek Research UK
    I worked with Yen-Chen Wu and Farhang Nabiei to look into the model representation when LLM reasons, and explore the potential of language diffusion model.

  2. Project Intern

    Yahoo
    We utilized multi-task learning to jointly consider different readability signals and enhance readability prediction performance for global news articles. Mentor: Meng-Huan Liu

  3. Research Engineering Intern

    Yahoo
    We build a retrieval augmented LLM chatbot to perform global news QA using Langchain and ChromaDB. Mentor: Meng-Huan Liu

  4. Graduate Teaching Assistant

    National Taiwan University
    System programming TA.

  5. Summer Intern

    Acadamia Sinica
    Streamlined real-time data collection from 7K+ PM2.5 sensors by multithreading and reduced memory usage by 75%.

Education

  1. MSc Computational Statistics and Machine Learning

    University College London

    Course: (Gatsby Unit) Probabilistic and Unsupervised Learning Thesis: Explore the spurious correlation and capability of reasoning LLMs with Prof. Meng-Yue Yang and Prof. Jun Wang.

    Other projects: Deconstructing LLM faithfulness (NLP course project, supervised by Noah Siegel), Evolutionary prompt optimisation with multi-emitter using multi-armed bandit for text2img generation (Open-endedness course project, supervised by Davide Paglieri)

    Read Thesis

  2. MSc Computer Science

    National Taiwan University
    GPA: 4.13/4.3 Thesis titled “Enhancing Retrieval Augmented Generation with Passage Combination”, supervised by Prof. Pu-Jen Cheng and Dr. Jyun-Yu Jiang. We design a unified training objective for dense retriever so that it finds a suitable (not only relevant!) set documents, implicitly considering mutual information, for downstream retrieval augmented question answering⭐

  3. BSc Electrical Engineering and Computer Science, EECS Honors Program

    National Chiao Tung University (Now National Yang Ming Chiao Tung University)
    GPA: 3.93/4.3
Skills & Hobbies
Technical Skills
Python
Language Modeling
Hobbies
Hiking
Desserts & Cafes
Awards
Languages
80%
English
100%
Chinese
30%
German