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Experience

Aug 2020 - Oct 2020

Singapore Management University

Research Assistant

Python

  • Built a database of bugs in deep learning models, and stored it in Docker. The database can be used to apply deep learning to debug deep learning models.
  • Trained deep learning models using Tensorflow in Python and expedited the identification of bugs by creating a test suite.

    • Jan 2020 - ongoing

    Clickerance

    Co-founder & Full-stack Developer

    Javascript, HTML, CSS, SQL

  • Developed concept and confirmed technical viability of a startup dedicated to making grocery shopping online according to dietary preferences more accessible.
  • Created the Minimum Viable Product, a Chrome extension, using SQL, Javascript, HTML and CSS, and is currently looking to raise a seed round.

    • Mar 2019 - Apr 2019

    NEC Asia Pacific

    Support Engineer

  • Conceptualized plans to mitigate technical faults in biometric security systems in government infrastructure, and presented them to a team of supervisors.
  • Reduced instances of error by 20% through analyzing patterns in error data and training on-site staff to target possibly faulty cases more accurately and precisely.

    • Dec 2017

    Lee & Lee Advocates & Solicitors

    Intern

  • Extracted information from criminal cases and presented it to supervisors to expedite work for litigation department.
  • Attended and analyzed court hearings to develop in-depth knowledge about courtroom proceedings and effective legal communication, learning first-hand from lawyers.

    • Projects

    Apr 2020 - June 2020

    C Project

    Imperial College London Computing Year 1 Summer Term Project

    C

  • Implemented an ARM emulator, assembler and assembly program in C.
  • Extended the project’s functionality by using it to create a digital payment system that takes orders and generates receipts automatically, receiving an overall grade of A*.

    • 2017 - 2018

    Applying Deep Learning to Tactile Perception through Natural Language Processing

    Nanyang Research Program

    Python

  • Led a team to apply deep learning to tactile perception through Natural Language Processing using Python.
  • Constructed a 1000-entry database by writing automatic data collection programs in Python.
  • Research paper was published at the 19th International Conference on Computational Linguistics and Intelligent Text Processing.
  • Received Gold award from Nanyang Research Program, a research outreach program conducted by Nanyang Technological University.

    • Additional Information

    Skills

  • Experienced in Java, Haskell, C, Python, JavaScript, SQL, Node.js, and HTML & CSS.
  • Well-versed in research methodology, having conducted research relevant to Computing since 2014.
  • Proficient in Microsoft Office Suite, Adobe Photoshop.

    • Languages

  • English(Native), Mandarin Chinese(Native)