2+ years of experience as a innovative and goal-oriented research engineer; familiar with projects in various topics regarding deep learning, APP design, IoT, etc.; part-time Master student at Singapore Management University (SMU), currently working on research relevant to AI robustness and security, expecting to graduate in Dec 2024
Capable of Java, Python, JavaScript, MySQL, NoSQL, Prolog and VBA. Skilled in deep learning frameworks including TensorFlow, PyTorch, etc. Strong technical knowledge, excellent teamwork skills, and keen eye for design.
Overview
4
4
years of professional experience
Work History
Research Engineer
Singapore Management University
10.2021 - 12.2023
Participated in and conducted research on AI robustness and security and built effective AI testing engines for AI robust learning and semantic testing, with a paper ready to be reviewed
Part-time research assistant SUTD-MIT International Design Centre (IDC)
Singapore University of Technology and Design
01.2021 - 07.2021
Participated in research on developing a deep learning model that can estimate the change in the Mass Balance of the glaciers based on the regional climate of Greenland
College Intern - Embedded Firmware Engineering Product Firmware Team
HP Inc.
05.2020 - 09.2020
Created the firmware testing dashboard with the integration of Python and VBA, automated the process of consolidating the data from JIRA and Test Rail and formed the dashboard for FW Milestones, effectively reduced working procedure and improved engineers' productivity
Education
Master Degree of Information Systems -
Singapore Management University
12.2024
Bachelor of Information Systems Technology and Design -
Singapore University of Technology And Design
08.2021
Summer Program -
Zhejiang University
08.2019
Skills
Programming in Python
Java
JavaScript (Nodejs, React)
Prolog
VBA
Database Knowledge (MySQL, MongoDB, etc)
Deep learning
Deep learning frameworks (TensorFlow, PyTorch, etc)
Software development
Effective Multitasking
Team Collaboration
Written/Verbal Communication
Languages
English
Mandarin
Research
ExAIS: Executable AI Semantics, Jan2022-Dec2022
Participated in building and testing a Prolog-based AI semantic testing framework.
Robust Learning with Probabilistic Relaxation Using Hypothesis-Test-Based Sampling, Jan2023-Present
Built a framework that can effectively improve the robustness of deep learning models while maintaining clean accuracy, with a paper ready to be reviewed.
Awards
Honors with Distinction, 08/2021, Graduated with Honors with Distinction.
SUTD Honours List for Sophomore & Junior Terms, 05/2020, The SUTD Honours List gives recognition to the top 10% of each student cohort.
SUTD Honours List for Freshmore Terms, 05/2019, The SUTD Honours List gives recognition to the top 10% of each student cohort.
Mitsubishi Corp Award - 50.001, 05/2019, Annual award for the top three student project teams and student project funding in the Introduction to Information Systems & Programming course.
Timeline
Research Engineer
Singapore Management University
10.2021 - 12.2023
Part-time research assistant SUTD-MIT International Design Centre (IDC)
Singapore University of Technology and Design
01.2021 - 07.2021
College Intern - Embedded Firmware Engineering Product Firmware Team
HP Inc.
05.2020 - 09.2020
Master Degree of Information Systems -
Singapore Management University
Bachelor of Information Systems Technology and Design -
Singapore University of Technology And Design
Summer Program -
Zhejiang University
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