Summary
Overview
Work History
Education
Skills
Languages
Research
Awards
Timeline
Generic

Wang Zilin

Singapore

Summary

  • 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
Wang Zilin