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Full stack software Develpoer @Avidbots India private Limited
2023 ~ Present
Software Engineer
Within one month
Docker
Docker Compose
JavaScript
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Vasavi college of Engineering
Bachelor of Engineering
Avatar of Adam Prasetya.
Avatar of Adam Prasetya.
Full Stack JS @KARLO
2021 ~ Present
Software Engineer
Within two months
Campaign and Voucher & transaction from Shopping carts into Payment Gateway. Create Notifications (Callback) from midtrans (integrations payment notifications) Integrations with Bellesomics APIs for update and get SKIN result patient/customer using Guzzle Http. Handle Send to Paxel (Courier) Sales Order into Delivery Order system. [ Laravel, GO, Docker, AWS] Web Developer PT. Metrodata Electronics Tbk. JulySeptember 2019 Jakarta, Indonesia Develop ASEAN 2018 Payment gateway Tbank. Develop Payment Rumah Zakat Donation in IB-BRI. Create MonitoringIbank in module Convert into XLS documents. Create and Integration with Pengadaian Multipayment in IB-BRI. Develop
Laravel
Node.js / Express.js
ReactJS
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
University of Brawijaya
Information Technology
Avatar of the user.
Avatar of the user.
Past
Software Engineer @iKala
2020 ~ 2023
Software Engineer
Within one month
golang
Python
Shell Script
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
計算機科學
Avatar of 羅勻均 (Parker).
Avatar of 羅勻均 (Parker).
Past
數位發展部 課長 @科林儀器
2020 ~ 2023
Software Engineer
Within one month
僅體現了對於持續整合和交付的深刻理解,也展現了在複雜環境下成功推動技術轉型的卓越領導能力。 Skills Node.js TypeScript PHP kubernetes Docker GitLab CI GraphQL Rabbit MQ Sequelize Employment History Sr. Back-End Engineer • 科林儀器 三月十月 2024 ## 工作內容: 部門內 Tech leader 之一,能與同仁一同精進技術能力。 「科林
TypeScript
Containerization
CI/CD
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
中原大學
資訊管理學系
Avatar of Ting-Jui Hsu.
Avatar of Ting-Jui Hsu.
Software Engineer @Klarna
2019 ~ 2023
Software Engineer
Within one month
infrastructure for the merchant domain, supporting over 10 cross-functional teams - Monitored and optimised the performance of the Klarna merchant portal system with Datadog - Implemented security features and led threat modelling sessions Software Engineer • Ingenious Technologies AG AugustJanuaryDeveloped Kubernetes service discovery utility app via the Java Kubernetes API, deployed using Docker, Kubernetes, Jenkins CI, and Google Cloud - Developed an internal web-tool for blue-green deployment - Contributed to the integration of single sign-on for the Ingenious SaaS Platform, utilising Keycloak and OAuth 2.0 for user authentication Research Scientist • Forschungszentrum Jülich DecemberMayConducted simulations of quantum computing based on
JavaScript
Node.js
React.js
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
RWTH Aachen University
Simulation Sciences
Avatar of Vic Chen.
Avatar of Vic Chen.
Past
Senior Software Engineer @KKday
2022 ~ 2023
Software Engineer
Within one month
other system. Write a specification document. Experience Database of SQL Server and Oracle. Experience Setup Maven repository Nexus Server. Experience Setup Jenkins Server and Gitblit Server. Education Bachelor of Computer Science at National Kaohsiung University of Applied Sciences 09//2017 Skills Programng Java Web HTML / CSS / JavaScript Cloud AWS (EC2 / ECS/ S3 / RDS / CloudFormation) Database MySQL / OracleSQL Version Control Git / Github / Gitlab CI/CD Docker / Jenkins / Screwdriver Tools Jmeter / Yourkit Others Scrum / Jira / Linux / Maven / Microservice
JAVA
Git
Maven
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Kaohsiung University of Applied Sciences
Compute Science
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 劉政威.
Avatar of 劉政威.
Sr. Backend Engineer @麻布數據科技股份有限公司
2023 ~ Present
Software Engineer
Within one month
驗: ‧ 搬遷後端服務到 Kubernetes ,調適 Pods 資源以達到最佳資源利用率,每個月節省 30% GCP 帳單費用。 3. CI/CD 自動化經驗: ‧ 使用 Github Actions build docker image 並上傳到 GCP artifact registry;利用 ArgoCD applicationset 監控與管理 GKE cluster ,自動上版 docker image 更新服務。 4. infrastructure as code 經驗: ‧ 使用 Terragrunt 和 Hashicorp 發布的 GitHub projects 管理 GCP
MsSQL / MySQL
Google Cloud Platform (GCP)
Kubernetes
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學 National Central University
通訊工程系
Avatar of 陳韋嘉.
Avatar of 陳韋嘉.
全端工程師 @帝商科技股份有限公司
2020 ~ Present
Software Engineer
Within one month
Skills Backend/Frontend PHP - Laravel, CodeIgniter Node.js C# C++ C Python - Robot Framework Java JQuery HTML CSS Vue.js C# - ASP .NET C# - .NET Core Databases ELK MySQL MariaDB MSSQL Redis MongoDB Oracle Others Scrum AWS Git Lab (CI/CD) Docker, Docker-compose Swagger Apache Linux Nginx Insomnia ngrok jenkins Kendo UI Work Experience 帝商科技股份有限公司 全端工程師|目前 WMS系統開發及規劃(客製化、標準版) 倉儲DB規劃
PHP
Laravel
Scrum
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
朝陽科技大學
資訊工程系
Avatar of the user.
Avatar of the user.
Java Backend Engineer @KKday
2023 ~ 2024
Software engineer
Within one month
Excel
Word
PowerPoint
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Fju Jen Catholic University
數學

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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.