Linux/Unix
Zi Min ER
Research Assistant
Singapore
Summary
Skilled Researcher with advanced-level skills in computer vision, deep learning, and mechanical design areas. Strong knowledge of fundamental concepts of engineering disciplines, scientific methods and computer-based analysis tools. Proficient in job-related software, including OpenCV framework and TensorFlow framework.
Overview
2
2
Languages
3
3
years of post-secondary education
2
2
years of professional experience
Work History
Research Assistant
Temasek Lab, Singapore University of Technology and Design
, Singapore
03.2020 - Current
- Designed high dynamic rotating monocopter that could house camera and single board computer (SBC) using Solidworks, fabricate parts with 3D printers and laser cutter
- Developed ROS environment on SBC to record data from camera and setup ssh connection on remote computer to communicate with on-board SBC and motion capture system during flight experiment
- Develop optimized algorithm to post-process huge dataset from flight experiment, construct synthetic images from post-processed data with computer vision algorithm and technique
- Build image classification model with TensorFlow framework to determine object’s class from synthetic images
Product Development Engineer Intern
Vechnology Sdn Bhd
, Penang, Malaysia
10.2019 - 12.2019
- Ran procurement for vending machine, created Bill of Material list, and communicated with China suppliers to obtain possible lowest unit price
- Remodeled/remodified existing vending machine using Solidworks to improve easiness of machine assembly and communicated with China manufacturer to determine manufacturability of remodeled vending machine
Undergraduate Research Assistant
Aerosol Diagnostic Laboratory, University of Minnesota
, United States
10.2018 - 05.2019
- Mixed pesticide solutions and ran spray tests with different sizes of nozzle in closed-loop wind tunnel
- Implemented laser diffraction device to analyze pesticide’s particle size distribution and utilized MATLAB/Excel for data post processing and analysis
- Collected data for wind tunnel temperature/velocity and performed calibration analysis via Excel
Undergraduate Research Assistant
Nanoparticle and Cluster Physic Laboratory, University of Minnesota
, United States
11.2017 - 05.2018
- Prepared chemical materials, conducted lab by milling chemical materials and retrieved milled product to generate thin films for further analysis
- Implemented X-ray Diffraction (XRD) equipment to scan and analyze the intensity of film constituents
Education
Bachelor of Science - Aerospace Engineering And Mechanics
University Of Minnesota-Twin Cities
Minnesota, United States 09.2016 - 05.2019
Software
GitHub
Visual Studio Code
Tensorflow Framework
OpenCV Framework
Robot Operating System(ROS)
MATLAB
Simulink
Solidworks
Markforged Eiger 3D Printing
Python
C
Timeline
Research Assistant
Temasek Lab, Singapore University of Technology and Design
03.2020 - Current
Product Development Engineer Intern
Vechnology Sdn Bhd
10.2019 - 12.2019
Undergraduate Research Assistant
Aerosol Diagnostic Laboratory, University of Minnesota
10.2018 - 05.2019
Undergraduate Research Assistant
Nanoparticle and Cluster Physic Laboratory, University of Minnesota
11.2017 - 05.2018
Bachelor of Science - Aerospace Engineering And Mechanics
University Of Minnesota-Twin Cities
09.2016 - 05.2019
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