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4-6 years
6-10 years
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Software engineer
Avatar of Burak Kaan Köse.
Avatar of Burak Kaan Köse.
Software Engineer @TCM
Software Engineer
More than one year
Burak Kaan Köse Born in 17 JanuaryPassionate about Windows Development and Mobile Applications in general. Specialties are C#, Xamarin and UWP. I have a little bit of a background in Python and Qt too. Open sourced software fan and blogger. [email protected], Turkey Twitter: @TrayhopeR Github: @bkaankose Cover I started to learn programming when I was a child and kept improving myself since then. I can say I am very result oriented person. I love talking about technology and interested in different programming languages like C#, Python
Xamarin
cross platform app development
WinRT
Full-time / Interested in working remotely
4-6 years
Beykent University
Computer Engineering
Avatar of 黃璿彰.
Avatar of 黃璿彰.
Software engineer @SingularWings Medical.
2019 ~ Present
Software Engineer
Within one month
++ / JNI - Bluetooth - MVVM App Design - Xml、Jetpack Compose - Page Design - Custom View Component Version Control - Git Command Line / Github Desktop - GitHub Work experience Software engineer SingularWings Medical. • SepPresent Collaborating closely with backend engineers, algorithm engineers, UI designers, and the marketing department, mainly working on the development/revisions/maintenance of "BeatInfo Health 必應健康". Technologies primarily used include Kotlin/Java, with the writing of Android SDK programs and some cross-platform Flutter programs. Job Responsibilities: - Developing core features (e.g., Android SDK development, managing multiple Bluetooth connections
Android
Java
kotlin
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Kaohsiung Medical University 高雄醫學大學
Medical Informatics
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
Cows ( Java ) FB page bot (Flask) Full-stack Customer-triggered Game servers and TG/DC chat bots for 15 players ( python, DDB, shell ) DBSE Community Network ( Django, mongoDB ) Hack day funding website ( Django ) Tw elementary ( PHP, phpMyAdmin, MySQL ) Application Prescription Generator ( Java ) DBSE CMA commit assistant ( Swing ) DBSE Assistant App ( Cross-Platform with Phonegap ) TrafficHistory ( Android Q App with Android Studio) Engineering Process Scrum Waterfall Cloud Service AWS SAA certificate Familiar with AWS services, including EC2, RDS, S3, lambda, SQS, etc. Experience in GCP and Azure Database MySQL DynamoDB SQLite MongoDB Version Control Git Github & GitLab SVN & Trac
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 the user.
Avatar of the user.
Software Engineer @Binflux Inc.
2020 ~ 2023
Software Engineer
Within six months
System Architecture
System Design
CSS
Full-time / Interested in working remotely
6-10 years
Fju Jen Catholic University
Information Management
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
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
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 Kai-Kai Hsu.
Software engineer
More than one year
Kai-Kai Hsu Software Engineer • Taipei,TW • [email protected] •With 10+ years experience of image processing algorithm development, engaged in the developments of below software features : Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems. Skills Programming Development C++ (mainly) Objective C (elementary) iOS development Java, JNI (elementary) Android development Library OpenCV effekseer clapack
C++
Image Processing
Algorithm Design
Employed
Full-time / Interested in working remotely
10-15 years
中央大學
資訊工程
Avatar of the user.
Avatar of the user.
Technical Lead @Photon
2018 ~ 2020
Software Engineer
Within one year
Focused
Information Technology and Services
Android Development
6-10 years
Anna University
Bachelor of Engineering B.E. , Computer Science
Avatar of the user.
Avatar of the user.
Software Engineer @Soundsnap
2020 ~ Present
Software Engineer
More than one year
Software Development
Web Development
JavaScript
Employed
Full-time / Interested in working remotely
10-15 years
Kyiv National Economic University
Bachelor's degree Business/Managerial Economics
Avatar of Zong-Ci, Lu.
Avatar of Zong-Ci, Lu.
MTS Software Development Engineer @AMD
2022 ~ Present
Software Engineer
Within one month
. Positive Grid,2016//01 Developed models and controllers in native layer(C++ & JUCE) of web-based desktop app(e.g. BIAS Amp, BIAS FX,...) Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar ) Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar (C++ & Objective-C for iOS bridge) Developed cross-category item recommendation system for GoGuitar (Python & LightFM) Developed JACK -based audio application on embedded Linux Developed QML GUI app on embedded Linux Fatek Automation
C++
Python
Employed
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Mathematics
Avatar of Vatler Lett.
Avatar of Vatler Lett.
Past
Senior MERN Stack Engineer @Keepler
2020 ~ 2022
Software Engineer
More than one year
Able to effectively self-manage during independent projects, as well as collaborate in a team setting. I am passionate about staying up to date with the latest developments in web development and delivering solutions that meet the needs of my clients. https://scarlett1130.netlify.app/ Work Experience AprilAugust 2022 Senior MERN Stack Engineer Keepler Germany Responsibilities: • Led the development and maintenance of multiple web applications using the MERN stack (MongoDB, Express.js, React.js and Node.js) • Collaborated with stakeholders, product owners and cross-functional teams to understand requirements and
React.js
React Native
Redux
Unemployed
Full-time / Remote Only
4-6 years
Temple University, Japan Campus
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.