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Software engineer
Avatar of Sam Lee.
Avatar of Sam Lee.
Software Developer @新代科技股份有限公司 Syntec Ltd.
2021 ~ Present
Software Engineer
Within one month
Min-Hsien (Sam) Lee Software Engineer & Software Developer [email protected]/in/ samonkeys About I am a dedicated software engineer with experience in both R&D and product teams, committed to delivering high-quality software solutions. I am also a quick and motivated learner, always trying to find creative solutions for real life problems. Experience Software Developer • Syntec ( Product Team ) Jan~ Present CAD/CAM Software development using C# and C++, including: Panel Saw Software: Product started selling inCutting Path Planner Software: Product started selling inDrilling Machine Software: Product
Software Engineering
Software Development
Firmware
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
機械工程
Avatar of LingWei Lu.
Avatar of LingWei Lu.
Senior Software Engineer @Asus 華碩電腦股份有限公司
2021 ~ Present
Software Engineer
Within one month
ASP.NET連結SQL Server撰寫公司產品購物網站中商品陳列部分,提供業務展示給客戶 . 利用C#開發流程控制系統,監測光通訊設備訊號是否異常,並提供警示 學歷 National Kaohsiung Normal University Software Engineering技能 C# Qt Java Git Shell Script MS-SQL html + css + javascript Android Python 語言 Chinese — 母語 English — 進階 Japanese — 初 階
C#
Git
Software Engineering
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Kaohsiung Normal University
Software Engineering
Avatar of Hikam Abqory.
Avatar of Hikam Abqory.
Software Engineer @Rekapee
2022 ~ Present
Software Engineer
Within one month
Engineer SPE Solution Project : - BNI QRIS Merchant Management - Permata QR Acquiring Management - Bersama Monitoring (Artajasa) - BNI Life Insurance NovemberApril 2019 Surakarta Web Programmer PT. Visione System Project : - MenaraOne Apartment System - Niseko Japan Apartment System - Ecommerce sepatubesar.com JuniAgustus 2018 Sukoharjo Web Programmer Dinar Batik Project : - Andropedia.id JuniSeptember 2017 Karanganyar Web Programmer PT Indoterra Pratama Project : - Home Automation Balkondes Tuksongo EducationSMK Negeri 2 Surakarta Rekayasa Perangkat Lunak (Software Engineering) Belajar dan berorganisasi Skill PHP HTML CSS MySQL MariaDB Laravel CodeIgniter NodeJS ExpressJS Yii Javascript JQuery Bootstrap Tailwind CSS Language Indonesian - Mother language English — Intermediate Javanese - Mother language
PHP
HTML
MySQL
Employed
Open to opportunities
Full-time / Remote Only
4-6 years
SMK Negeri 2 Surakarta
Avatar of Jui Yu, Yang.
Offline
Avatar of Jui Yu, Yang.
Offline
Cloud Software Engineer @Foxconn Technology Group
2022 ~ Present
Software Engineer
Within one month
Jui Yu, Yang I graduated from the Department of Industrial and Information Management at National Cheng Kung University with a master's degree. My research focused on small sample machine learning and quality improvement in industrial management. With 6 years of experience in the software engineering industry, I emphasize code quality and automated deployment processes. I excel in full-stack web and desktop application development, particularly proficient in React framework and unit testing. My backend experience includes developing RESTful APIs and Socket.io services for inter-service communication, database management, Docker, and CI/CD
Golang
React
Python
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Cheng Kung University (NCKU), Taiwan 國立成功大學
Department of Industrial and information management Institute of information management
Avatar of Aditya Pratama Badra.
Avatar of Aditya Pratama Badra.
Software Engineer @Aqila Digital Teknologi
2023 ~ Present
Software engineer
Within one month
A full stack developer with extensive experience in the design, development, and deployment of web applications. Strong background in software engineering principles and a solid understanding of web development technologies. Able to work in fast paced environments and deliver high quality code under tight deadlines. Pengalaman Kerja Software Engineer • Aqila Digital Teknologi JanuariPresent | West Borneo, Indonesia Fullstack web developer I specialize in deploying applications to ensure seamless and efficient implementation. Software Engineer • Good Edu MeiDesember 2022 | West Borneo, Indonesia Supervised a small team in developing a single-page application Teamed up with a System Dynamics domain
laravel
alibaba cloud
VueJS
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Institut Teknologi Bandung
elektro
Avatar of the user.
Avatar of the user.
Middle and Upper School Computer Science Teacher @Hsinchu County American School (新竹縣康乃薾美國學校)
2023 ~ Present
Software Engineer
Within six months
Sustainable Development
Information Engineering
Information Technology
Employed
Full-time / Not interested in working remotely
6-10 years
I-Shou University
Information Engineering
Avatar of the user.
Avatar of the user.
Data Analyst @R STUDIO
2022 ~ Present
Software Engineer
Within one year
Word
PowerPoint
Excel
Studying
Intern / Not interested in working remotely
4-6 years
BISE LAHORE BOARD
Metric
Avatar of the user.
Avatar of the user.
Ph.D. Student @NTHU
Software engineer
Within six months
C/C++
Python
Deep Learning
6-10 years
國立清華大學
Computer Science
Avatar of Hongbao Steven Ye (葉泓葆).
Avatar of Hongbao Steven Ye (葉泓葆).
Software Engineer @趨勢科技 TrendMicro
2022 ~ Present
Software engineer
More than one year
Hongbao Steven Ye (葉泓葆) Familiar with phases of software engineering and processes. Experiments in back-end development, including Website, Web API, MySQL, and AWS services, etc. Gained system analysis, design, and project management experience at software projects. Thinking, responsible, disciplined, and collaborative. Programming language : C#, PHP, python, Java Database : MySQL, DynamoDB Certificates AWS SAA: https://www.credly.com/badges/b8c8ed0c-cd4a-4b56-8ce2-a717d16b9672/public_url Microsoft AI-900: https://www.credly.com/badges/b0ba3d6b-f056-44a1-a7b4-d956effc10c0/
Web Application Development
Software Development
Python
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
Software Engineering & Database
Avatar of Anushka Mukhopadhyay.
Avatar of Anushka Mukhopadhyay.
iOS Software Engineer @Target Minneapolis
2019 ~ Present
Software Engineer
More than one year
Migrated app service to use a new API version to improve the guest experience. Added year and fulfillment filters to the Order History page on the iOS app. Added loyalty missions and brand partnerships to the home and profile tab. During remote WFH, I organized social and engineering events to strengthen team collaboration. SeptemberPresent Software Engineering Intern • Target Minneapolis Worked as a full-stack engineer on a demo application for a high-velocity team that interfaces with millions of guests. Integrated APIs and worked on dependency injection to add more functionality to the application.
Swift
UIKit
SwiftUI
Full-time / Interested in working remotely
4-6 years
University of Michigan
Computer Science

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Within one month
Senior Software Engineer
Logo of Foxconn Technology Group.
Foxconn Technology Group
2022 ~ Present
台灣
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Front-end Engineer, Full Stack Development, Software Engineer
Fields of Employment
Software
Work experience
10-15 years work experience (4-6 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Golang
React
Python
Docker
CI/CD Pipelines
NodeJS
TypeScript
Data Mining
PostgreSQL
MySQL / Mariadb
MongoDB
Redux
Jenkins
Electron
NextJS
Jest
Languages
English
Intermediate
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
Remote
Not interested in working remotely
Freelance
No
Educations
School
National Cheng Kung University (NCKU), Taiwan 國立成功大學
Major
Department of Industrial and information management Institute of information management
Print

Jui Yu, Yang

I graduated from the Department of Industrial and Information Management at National Cheng Kung University with a master's degree. My research focused on small sample machine learning and quality improvement in industrial management. With 6 years of experience in the software engineering industry, I emphasize code quality and automated deployment processes. I excel in full-stack web and desktop application development, particularly proficient in React framework and unit testing. My backend experience includes developing RESTful APIs and Socket.io services for inter-service communication, database management, Docker, and CI/CD. In my previous roles, I served as a frontend project lead, demonstrating proficiency in both collaborative and independent project development. I am skilled in communication, problem-solving, and project planning.


phone: +886 906266855
email: [email protected] 
Kaohsiung,Taiwan ( R.O.C ) 

Work Experience

Cloud Software Engineer  •  Foxconn Technology Group

Step. 2022 - Present

As a cloud application software engineer, I utilize React, Electron, Shell scripting, Docker Compose, Golang, Redux, Linux, MacOS, Styled-components, and XD. My responsibilities include designing UI for cross-platform desktop applications, developing Electron desktop applications, automating deployment using Jenkins, and providing solutions for system-side support issues.

  Remote Desktop Connection App

  • As the primary cross-platform desktop application developer for the project, I handle security issues on the client side (mini PCs), RDGateway certificate verification, and feature generation, as well as resolving system compatibility issues.
  • Design macOS and Linux application UI/mockups, develop cross-platform Electron applications to reduce company hardware costs.
  • Develop Smart Card authentication functionality for TPM chips.
  • Develop Golang RESTful APIs and Swagger documentation to support integration with other services.
  • Set up and manage testing environments with Active Directory and PKI.
  • Maintain and develop features for Golang projects, including developing RESTful APIs and Swagger documentation for integration with other services.
  • Assist in Jenkins and Harbor deployment processes, write shell scripts, and integrate with cloud services to address OS-side requirements.
  • Automate Windows packaging templates using Bash, PS1, Bat, and XML.
  • Create animation effects using React-spring and Lottie.
  • Develop multi-factor authentication and USB key verification features, handle URL input security issues using Sanitizer.
  • Establish automated proxies to solve cross-origin issues.
  • Develop video streaming services using ffserver and ffmpeg.
  • Set up mock servers to address abnormal development environment issues.
  • Use Formik to create form systems, utilize React-query for request handling and caching to avoid performance degradation and delays.
  • Implement load balancing, Redis memory management, and WebSocket bidirectional communication, integrate with InfluxDB, Telegraf, and Grafana for monitoring device operations on the operational side.

   Draw Image Tool

  • Developed image annotation functionality using SVG.
  • Implemented image ZIP compression and decompression features.
  • Configured dynamic Web Title annotations using Helmet.

  Project Management System

  • Revamped the PMS interface to enhance user experience and reduce the time spent on project reporting.

Software Engineer  •  Delta Electronics, Inc.

Mar. 2020 - Mar. 2022

As a frontend engineer, I utilize React, NodeJS, Mui, Zustand, SWR, and Storybook. My responsibilities include frontend development for projects, writing modular tools, and data visualization.

  AI Platform

  • Develop responsive multilingual web pages using RWD and i18n.
  • Utilize charts to present AI model analysis results.
  • Integrate LDAP for SSO login development.
  • Establish SPA automatic deployment and testing (unit tests) using Gitlab CI.
  • Develop collaborative editing functionality using Socket.IO and RabbitMQ.
  • Utilize Web Worker and Redis to develop file upload functionality with slicing.
  • Design and develop a TypeScript library for department frontend teams' shared use.
  • Create a dynamic configuration platform across factory domains to assist IT in rapidly deploying platform environments for various smart manufacturing factories.

   Charging Station Fault Analysis

  • Integrating model return results and collected time-series data, combining with Grafana to build data visualization.

Software Engineer  •  Chylyng Co.,LTD.

May. 2019 - Mar. 2020

As a full-stack engineer, I utilize PHP, Angular, Vue, MySQL, and SCSS. My responsibilities include database design, backend development, and frontend integration with hardware (NFC, smart wristbands, Gateways, iBeacons) research and development.

   Indoor positioning

  • Researching triangulation algorithms and developing indoor positioning recognition. 
  • Storing information from gateways and presenting floor plans and positioning visually through Canvas on the backend.

  PCB Drill Bit Warehouse Management

  • Collaborating with the hardware department to develop a smart factory project 
  • Warehouse system automation. Implementing cross-border (USA) inventory detection for customers and establishing a real-time stock shortage alert system.

  Smart Bracelet Health Challenge

  • Collaborating with medical suppliers to design a smart bracelet customer competition system. Developing a competition management platform, backend for event creation, and designing and establishing a dedicated competition database. 
  • Implementing indexing and query optimization to reduce time complexity from O(n^3) to O(n) in the big data monitored per second.

  Factory Inspection System

  • Developing a patrol personnel check-in system integrated with NFC technology.
  • Creating a management confirmation system.
  • Utilizing classification algorithms to analyze inspection results.
  • Developing a check-in system using PWA, offering operation via an app for patrol personnel and push notifications.

  Meal Ordering System (Frontend and Backend)

  • Integrating frontend and backend processes to create a POS-like ordering function. 
  • Developing multi-login and remote site (tablet) control features using JWT and Session SSO.

Education

2021 - 2023

National Cheng Kung University (NCKU), Taiwan

Department of Industrial and information management Institute of information management

2016 - 2018

National Kaohsiung University of Applied Sciences

Department of Electrical Engineering


Skills

Language


  • Typescript
  • Nodejs
  • Python
  • Go
  • PHP

Fronent End Framework


  • React
  • NextJS
  • Vue

Backend End Framework


  • Express
  • Gin
  • Django(ing)

Database


  • MongoDB
  • Redis
  • MySQL / Mariadb
  • PostgresSQL
  • ORM
  • InfluxDB

Related skill


  • Jest / Vest
  • Jenkins / Gitlab-ci
  • Docker / Docker-compose
  • Nginx
  • Electron
  • Shell

Others


  • Tensorflow
  • Small Sample Learning
  • OpenCV
  • Data Pipeline

Side Project

Institute for Information Industry Personal Project

Creating a Responsive Web Design (RWD) website using native JS and CSS, based on an actual business website. This includes designing layout, color schemes, and building the website from scratch to completion.

Skills: BootstrapCSSHTML5JQueryRWDAjaxScss, Javascript

Institute for Information Industry Team Project

Designing a hybrid app for sports-related activities, featuring route planning, social running, user registration, and recording running times.

Skills: PWA, Vue, PHP, MySQL

Python Stock Data Scraper

Developing a Dockerized image to support stock data scraping, storing historical stock data into JSON or MongoDB, and providing a BackTest SDK and stock selection app support.

Skills: Bat, Python, BeautifulSoup, selenium, MongoDB, Docker

Line Bot

Using the Line Bot API to integrate with government open data and create a service for querying fruit market information.

Skills: Jest, MongoDB, google-auth-library, line/bot-sdk, express

Stock BackTest SDK

Using design patterns to encapsulate it into an SDK for mounting third-party programs, and creating command-line tools using inquirer for interactive command-line interfaces and commander for CLI tools.

Skills: NodeJS, wrapper pattern, observer pattern, factory method pattern, state pattern

https://www.npmjs.com/package/@ch20026103/backtest

Stock Fronent Project

Using an SDK and Python crawler data to construct frontend user pages, allowing for more flexible tool usage, and integrating stock selection strategies to recommend stocks from the crawled data.

Skills: React, NextJS, MySQL, Zustand, Redux, Redis, PostgresSQL

Frontend Replication Project

Replicating the Windows Bing News search website, Line official webpage, and showcasing Three.js components.

Skills: Vite, React, Prettier, ThreeJS, RWD

https://cosmic1330.github.io/RWD_Sideproject/#/face/Hot

Chat Room

Developing multicast and chat room functionality using Socket.io, ZeroMQ, and Express.

Skills: TCP, NodeJS, express, socket, Vue

Highway Vehicle Detection

Detecting moving vehicles using real-time highway images and the Mask R-CNN model.

Skills: Python, tensorflow, CNN


Theses

In this study, we propose the use of boxplot and a penalization term to limit the in-fluence of outliers on WGAN_MTD. We also replace the neurons with convolutional lay-ers to capture local information features and reduce the complexity of the model by reduc-ing the number of parameters between the input and output layers. 

Skills: Python, tensorflow, GAN, MTD

https://hdl.handle.net/11296/f686n5


Personality

  • Good at teamwork, find out and discuss the problem with members, than identify the most appropriate solutions.
  • Make all-out effort to achieve tasks objectives.
  • Share and study skill knowledge with teams.
  • Flexible and aggressive on teamwork.                    
  • Make good use of Multi-Perspective Thinking to solve the problem.

Etracurricular Activities

  • Writing stock analysis system, originally developed using Node.js and Python, is currently porting migration to Go.
  • Utilize my professional skills to address issues encountered, such as developing solutions like Line Bots or employing deep learning for predictive analysis of digital advertising costs.
  • Research on issues related to information security, AI, and preventive measures, depending on future job requirements.
Resume
Profile

Jui Yu, Yang

I graduated from the Department of Industrial and Information Management at National Cheng Kung University with a master's degree. My research focused on small sample machine learning and quality improvement in industrial management. With 6 years of experience in the software engineering industry, I emphasize code quality and automated deployment processes. I excel in full-stack web and desktop application development, particularly proficient in React framework and unit testing. My backend experience includes developing RESTful APIs and Socket.io services for inter-service communication, database management, Docker, and CI/CD. In my previous roles, I served as a frontend project lead, demonstrating proficiency in both collaborative and independent project development. I am skilled in communication, problem-solving, and project planning.


phone: +886 906266855
email: [email protected] 
Kaohsiung,Taiwan ( R.O.C ) 

Work Experience

Cloud Software Engineer  •  Foxconn Technology Group

Step. 2022 - Present

As a cloud application software engineer, I utilize React, Electron, Shell scripting, Docker Compose, Golang, Redux, Linux, MacOS, Styled-components, and XD. My responsibilities include designing UI for cross-platform desktop applications, developing Electron desktop applications, automating deployment using Jenkins, and providing solutions for system-side support issues.

  Remote Desktop Connection App

  • As the primary cross-platform desktop application developer for the project, I handle security issues on the client side (mini PCs), RDGateway certificate verification, and feature generation, as well as resolving system compatibility issues.
  • Design macOS and Linux application UI/mockups, develop cross-platform Electron applications to reduce company hardware costs.
  • Develop Smart Card authentication functionality for TPM chips.
  • Develop Golang RESTful APIs and Swagger documentation to support integration with other services.
  • Set up and manage testing environments with Active Directory and PKI.
  • Maintain and develop features for Golang projects, including developing RESTful APIs and Swagger documentation for integration with other services.
  • Assist in Jenkins and Harbor deployment processes, write shell scripts, and integrate with cloud services to address OS-side requirements.
  • Automate Windows packaging templates using Bash, PS1, Bat, and XML.
  • Create animation effects using React-spring and Lottie.
  • Develop multi-factor authentication and USB key verification features, handle URL input security issues using Sanitizer.
  • Establish automated proxies to solve cross-origin issues.
  • Develop video streaming services using ffserver and ffmpeg.
  • Set up mock servers to address abnormal development environment issues.
  • Use Formik to create form systems, utilize React-query for request handling and caching to avoid performance degradation and delays.
  • Implement load balancing, Redis memory management, and WebSocket bidirectional communication, integrate with InfluxDB, Telegraf, and Grafana for monitoring device operations on the operational side.

   Draw Image Tool

  • Developed image annotation functionality using SVG.
  • Implemented image ZIP compression and decompression features.
  • Configured dynamic Web Title annotations using Helmet.

  Project Management System

  • Revamped the PMS interface to enhance user experience and reduce the time spent on project reporting.

Software Engineer  •  Delta Electronics, Inc.

Mar. 2020 - Mar. 2022

As a frontend engineer, I utilize React, NodeJS, Mui, Zustand, SWR, and Storybook. My responsibilities include frontend development for projects, writing modular tools, and data visualization.

  AI Platform

  • Develop responsive multilingual web pages using RWD and i18n.
  • Utilize charts to present AI model analysis results.
  • Integrate LDAP for SSO login development.
  • Establish SPA automatic deployment and testing (unit tests) using Gitlab CI.
  • Develop collaborative editing functionality using Socket.IO and RabbitMQ.
  • Utilize Web Worker and Redis to develop file upload functionality with slicing.
  • Design and develop a TypeScript library for department frontend teams' shared use.
  • Create a dynamic configuration platform across factory domains to assist IT in rapidly deploying platform environments for various smart manufacturing factories.

   Charging Station Fault Analysis

  • Integrating model return results and collected time-series data, combining with Grafana to build data visualization.

Software Engineer  •  Chylyng Co.,LTD.

May. 2019 - Mar. 2020

As a full-stack engineer, I utilize PHP, Angular, Vue, MySQL, and SCSS. My responsibilities include database design, backend development, and frontend integration with hardware (NFC, smart wristbands, Gateways, iBeacons) research and development.

   Indoor positioning

  • Researching triangulation algorithms and developing indoor positioning recognition. 
  • Storing information from gateways and presenting floor plans and positioning visually through Canvas on the backend.

  PCB Drill Bit Warehouse Management

  • Collaborating with the hardware department to develop a smart factory project 
  • Warehouse system automation. Implementing cross-border (USA) inventory detection for customers and establishing a real-time stock shortage alert system.

  Smart Bracelet Health Challenge

  • Collaborating with medical suppliers to design a smart bracelet customer competition system. Developing a competition management platform, backend for event creation, and designing and establishing a dedicated competition database. 
  • Implementing indexing and query optimization to reduce time complexity from O(n^3) to O(n) in the big data monitored per second.

  Factory Inspection System

  • Developing a patrol personnel check-in system integrated with NFC technology.
  • Creating a management confirmation system.
  • Utilizing classification algorithms to analyze inspection results.
  • Developing a check-in system using PWA, offering operation via an app for patrol personnel and push notifications.

  Meal Ordering System (Frontend and Backend)

  • Integrating frontend and backend processes to create a POS-like ordering function. 
  • Developing multi-login and remote site (tablet) control features using JWT and Session SSO.

Education

2021 - 2023

National Cheng Kung University (NCKU), Taiwan

Department of Industrial and information management Institute of information management

2016 - 2018

National Kaohsiung University of Applied Sciences

Department of Electrical Engineering


Skills

Language


  • Typescript
  • Nodejs
  • Python
  • Go
  • PHP

Fronent End Framework


  • React
  • NextJS
  • Vue

Backend End Framework


  • Express
  • Gin
  • Django(ing)

Database


  • MongoDB
  • Redis
  • MySQL / Mariadb
  • PostgresSQL
  • ORM
  • InfluxDB

Related skill


  • Jest / Vest
  • Jenkins / Gitlab-ci
  • Docker / Docker-compose
  • Nginx
  • Electron
  • Shell

Others


  • Tensorflow
  • Small Sample Learning
  • OpenCV
  • Data Pipeline

Side Project

Institute for Information Industry Personal Project

Creating a Responsive Web Design (RWD) website using native JS and CSS, based on an actual business website. This includes designing layout, color schemes, and building the website from scratch to completion.

Skills: BootstrapCSSHTML5JQueryRWDAjaxScss, Javascript

Institute for Information Industry Team Project

Designing a hybrid app for sports-related activities, featuring route planning, social running, user registration, and recording running times.

Skills: PWA, Vue, PHP, MySQL

Python Stock Data Scraper

Developing a Dockerized image to support stock data scraping, storing historical stock data into JSON or MongoDB, and providing a BackTest SDK and stock selection app support.

Skills: Bat, Python, BeautifulSoup, selenium, MongoDB, Docker

Line Bot

Using the Line Bot API to integrate with government open data and create a service for querying fruit market information.

Skills: Jest, MongoDB, google-auth-library, line/bot-sdk, express

Stock BackTest SDK

Using design patterns to encapsulate it into an SDK for mounting third-party programs, and creating command-line tools using inquirer for interactive command-line interfaces and commander for CLI tools.

Skills: NodeJS, wrapper pattern, observer pattern, factory method pattern, state pattern

https://www.npmjs.com/package/@ch20026103/backtest

Stock Fronent Project

Using an SDK and Python crawler data to construct frontend user pages, allowing for more flexible tool usage, and integrating stock selection strategies to recommend stocks from the crawled data.

Skills: React, NextJS, MySQL, Zustand, Redux, Redis, PostgresSQL

Frontend Replication Project

Replicating the Windows Bing News search website, Line official webpage, and showcasing Three.js components.

Skills: Vite, React, Prettier, ThreeJS, RWD

https://cosmic1330.github.io/RWD_Sideproject/#/face/Hot

Chat Room

Developing multicast and chat room functionality using Socket.io, ZeroMQ, and Express.

Skills: TCP, NodeJS, express, socket, Vue

Highway Vehicle Detection

Detecting moving vehicles using real-time highway images and the Mask R-CNN model.

Skills: Python, tensorflow, CNN


Theses

In this study, we propose the use of boxplot and a penalization term to limit the in-fluence of outliers on WGAN_MTD. We also replace the neurons with convolutional lay-ers to capture local information features and reduce the complexity of the model by reduc-ing the number of parameters between the input and output layers. 

Skills: Python, tensorflow, GAN, MTD

https://hdl.handle.net/11296/f686n5


Personality

  • Good at teamwork, find out and discuss the problem with members, than identify the most appropriate solutions.
  • Make all-out effort to achieve tasks objectives.
  • Share and study skill knowledge with teams.
  • Flexible and aggressive on teamwork.                    
  • Make good use of Multi-Perspective Thinking to solve the problem.

Etracurricular Activities

  • Writing stock analysis system, originally developed using Node.js and Python, is currently porting migration to Go.
  • Utilize my professional skills to address issues encountered, such as developing solutions like Line Bots or employing deep learning for predictive analysis of digital advertising costs.
  • Research on issues related to information security, AI, and preventive measures, depending on future job requirements.