CV

Last updated August 1, 2024

Education

  • 2025

    Cambridge, Massachusetts, USA

    M.Eng.
    Massachusetts Institute of Technology
    Computer Science and Engineering, Concentration in Computational Biology
  • 2024

    Cambridge, Massachusetts, USA

    B.S.
    Massachusetts Institute of Technology
    Computer Science and Engineering; Mathematics

Experience

  • 2024.09 - 2025.05

    Cambridge, Massachusetts, USA

    Master's Student, Laboratory of Manolis Kellis, Ph.D.
    Massachusetts Institute of Technology
    Advised by Prof. Manolis Kellis, Ph.D.
    • Variant interpretation for precision medicine
    • Building a model to predict the effect of genetic variation on the dysregulation of molecular components in psychiatric disorders
  • 2024.02 - 2024.08

    Cambridge, Massachusetts, USA

    Undergraduate Researcher, Laboratory of Lindsay Case, Ph.D.
    Massachusetts Institute of Technology
    Directly advised by Jibin Sadasivan, Ph.D.
    • Constructed protein-protein interaction network using Python and Cytoscape to identify key scaffold proteins in focal adhesions
    • Designed and conducted experiments to investigate co-localization between PCBP1 and Paxillin
    • Conducted comprehensive literature review on the focal adhesion proteome and phase separation mechanisms
  • 2024.01 - 2024.08

    Cambridge, Massachusetts, USA

    Undergraduate Researcher, Laboratory of Manolis Kellis, Ph.D.
    Massacchusetts Institute of Technology
    Directly advised by Riley Mangan, Ph.D.
    • Developed infrastructure using Go for probabilistic representations of biological sequence data, contributing to open-source genomics software package Gonomics
    • Reconstructed ancestral genome based on posterior predictive distributions to identify derived gene regulatory changes between ancient and modern genomes
  • 2023.06 - 2023.08

    Lysaker, Norway

    Machine Learning Intern
    Kongsberg Maritime
    • Implemented machine-learning video and image compression algorithms using PyTorch Lightning to decrease file size and improve latency
    • Researched and conducted comparative analysis of cutting-edge models and commercial codecs
  • 2022.06 - 2022.08

    Seongnam, South Korea

    Machine Learning Intern
    NCSoft
    • Built and tested models using Pytorch, achieved lifelike text-to-animation with multi language input
    • Designed morph targets in Maya for Mandarin lip synching to localise Korean content for Taiwan market
    • Refactored codebase to comply with current industry code standards and streamline development
  • 2022.02 - 2022.05

    Cambridge, Massachusetts, USA

    Undergraduate Researcher, Laboratory of Faez Ahmed, Ph.D.
    Massachusetts Institute of Technology,
    Directly advised by Binyang Song, Ph.D.
    • Designed algorithm in Python to process publication abstracts using natural language programming (NLTK, scikit-learn)
    • Evaluated data trends based on statistical data analysis & visualised trends using Plotly and Dash
  • 2020.10 - 2021.08

    Cambridge, Massachusetts, USA

    Undergraduate Researcher, Laboratory of Deblina Sarkar, Ph.D.
    Massachusetts Institute of Technology,
    Directly advised by Yubin Cai
    • Programmed models in Python to analyse circuit and fabricated microcoils for non-invasive nanosensors monitoring cell response
    • Conducted literature review on impact of materials on impedance, conductivity, and thermal activity for neural sensors

Publications

Skills

Programming Languages
Advanced proficiency in Python, Go, Typescript
Proficient in R, Java, C, Assembly
Additional experience in Julia, Matlab, Javascript, HTML and CSS
Machine Learning, Data Science and Statistics
PyTorch, Tensorflow, NumPy, Pandas, SKLearn
Experimental Biology
Cell culture, Western blotting, Immunoprecipitation, Plasmid production and cloning, Gel electrophoresis

Languages

English
Native speaker
Mandarin
Advanced
Spanish
Intermediate
Korean
Conversational

Service

  • 2020.09 - 2022.05

    Cambridge, Massachusetts, USA

    Mock Interview Teacher, Curriculum Revision Committee
    Harvard Phillips Brooks House Association Chinatown Citizenship
    • Facilitated mock interviews to prepare Chinese-native students for the U.S. naturalisation exam
    • Redesigned curriculum according to the USCIS 2022 Naturalization Test Redesign
  • 2020.09 - 2022.05

    Cambridge, Massachusetts, USA

    Community Service Coordinator
    MIT ARCTAN (Red Cross)
    • Coordinated events such as education campaigns, blood drives, CPR training and volunteering

Campus involvement

  • 2022.09 - 2024.05

    Cambridge, Massachusetts, USA

    Undergraduate Student Representative
    MIT Committee on Discipline
    • Resolved reported violations of MIT policies and community standards in an objective manner
  • 2022.09 - 2024.05

    Cambridge, Massachusetts, USA

    Residential Director
    MIT MedLinks
    • Connected students to healthcare services,promoted education campaigns, planned welfare events for ~200 students (4 hrs/week)
  • 2021.06 - 2022.06

    Cambridge, Massachusetts, USA

    Contributing Artist, Social Chair
    MIT 2024 Ring Committee
    • Planned events for more than 1200 students & managed committee correspondence (6 hrs/week)
    • Collaborated with jeweller representatives to design ring and coordinate sales (2 hrs/week)
  • 2020.09 - 2021.05

    Cambridge, Massachusetts, USA

    Emerson Scholar, Piano
    MIT Music & Theatre Arts
    • Scholarship for exemplary talent and passion for music
  • 2020.09 - 2022.05

    Cambridge, Massachusetts, USA

    Committee Leader
    MIT ActLingual
    • Wrote manual on medical interpreting in Spanish and Mandarin, and organised interpretation opportunities in Boston for MIT students