Yantong
Software Engineer ◡̎
Scroll DownWho am i ?
- National Taiwan University • Master of Engineering Science
- University of Taipei • Bachelor of Computer Science
- Software/Firmware Engineer
What I Do?
Intel
2022.08 - 2023.07
● Developed the inventory system and design the database to store the warehouse data, so as to facilitate the management and inspection of software and firmware versions and hardware information on the machine.
● Use GitHub Actions to automate the execution of programs on 50+ machines from different customers.
● Solve the problem of encrypted permissions encountered by the team during the development and application process.
● Verify the machine and assist in modifying the test case.
● Share git, GitHub Actions, and AI tool application methods with the team to assist in daily work.
Telecom Technology Center
2022.03 - 2022.07
● Repair vulnerabilities based on CVE information and use security detection tools to analyze 5G projects.
● Conduct code review with the team to ensure that bug fixes are correct and analyze their potential risks.
● Develop the platform of frontend and backend.
DXC Technology
2021.02 - 2021.06
● Develop financial industry project functions which were specified by customers.
● Use ABAP to implement the functions and output formats.
What i’m good at?
Language
Python , C , C++ , Java , SQL , HTML , CSS , JavaScript , SAP , ABAP
Frontend and Backend
React , Django
Machine Learning
Python with PyTorch , NumPy , OpenCV
Cloud
DevOps , GitHub Actions
Development Tools
Git , BlackDuck , CheckMarx , Postman , Jira , QEMU
What I've done ?
Lung Nodule Classification
Sept 2022 - June 2023
● Designed a lung nodule classification architecture to improve performance, achieved high AUC, accuracy, sensitivity, specificity and precision of 98.20%, 96.25%, 94.26%, 97.32%, and 94.99%, respectively.
● Enhanced the structural features, our design incorporated the analysis of the surrounding tissue around the lung nodule in the images, utilized LBP, GLCM, GLRLM, and GLSZM texture feature extraction methods as inputs for the model I designed.
● Our research framework outperforms the majority of existing papers in terms of overall performance.
Image Processing Algorithms
Dec 2022 – Present
● Developed a collection of well-known image processing algorithms from scratch.
● Implemented various algorithms including gradient calculation, image addition, histogram equalization, Gaussian filter, Sobel operator, Prewitt operator, Roberts operator, region counting, dilation, erosion, opening, closing, and more.
● Leveraged mathematical concepts and data structures such as vectors and queues to build efficient implementations.
E-commerce
Oct 2021 - Dec 2021
● Built a backend system to complete the API design of the system.
● The system provided functions such as selling by sellers, shopping by buyers, and shopping cart records.
Attendance System
Sept 2020 - Feb 2021
● Developed a desktop attendance system specifically designed for students and professors within our department.
● Solved the problem of the department’s lack of an available attendance system.
● The system provided various features including leave application, an approval workflow, leave records and statistics.