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Software engineer
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
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 Huai-En Tseng.
Avatar of Huai-En Tseng.
software engineer @Shopee Singapore
2021 ~ Present
Software engineer
Within one month
Huai-En Tseng I am familiar with data plane network function virtualization programming, high performance data plane system in data center, OpenFlow protocol, OpenvSwitch, RDMA programming, SR-I/OV, system programming optimization, eBPF/XDP, DPDK, Linux kernel packet processing, Ryu SDN controller, Kubernetes CNI and device plugin for RDMA. Senior Software engineer City,Singapore/Taipei [email protected] Work experience Shopee Singapore, Senior Software engineer , Sep 2021 ~ Now 1. Self-developed RDMA SR-I/OV cluster implementation for distributed machine learning system with lots nodes and 10 thousands pods . Including developing
System Programming
Virtualization
Device Driver
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University of Science and Technology
Software Defined Networking and Network Function Virtualization
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Present
Software Engineer
Within one month
learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform Engineer Intern • Intel 二月六月Survey internal paper and develop the internal script for Xeon SP testing platform - FPGA, OpenCL deep learning and machine learning research - Develop an internal Demo application for deep learning usage with Qt/C++ - Hands-on some internal project management of Xeon customer platform enabling 學歷Nation Taiwan University Bioelectronic and BioinformaticsNational Taiwan University Clinical Laboratory Science and Medical Biotechnology 資格認證 Professional Machine
Python
Docker
Linux
Employed
Full-time / Interested in working remotely
4-6 years
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Software Engineer @CakeResume
2022 ~ Present
Software Engineer
Within one month
analytics tools and event tracking systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop
React
TypeScript
JavaScript
Reputation Credits1
Employed
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Computer Science and Information Engineering
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ Present
Software Engineer
Within one month
Lin Hui Teng AI Software Engineer Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI. M.S., National Taiwan University of Science and Technology [email protected] R&D engineer, Cal-Comp Electronics, Dec 2016 ~ Aug 2020 Developed & maintained : Design localized facial ROI for skin detection function. Design emotion detector by using CNN method. Develop face type classifier by using machine learning method including Dlib and decision tree
Deep learning with TensorFlow
Keras
Computer Vision
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
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.
Software engineer
More than one year
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 R.T. Sun.
Avatar of R.T. Sun.
Engineer @Vyond
2023 ~ Present
Software Engineer
Within one month
reaching local vendor. I trained these comrades from 0 experience in iOS development to be capable to work alone in Objective-C, then I went to study more fundamental framework like AVFoundation, CoreAudio. Avermedia, Android application engineer, Dec 2013 ~ Mar 2015 Handled streaming media app which broadcast TV content from a dongle in LAN, participated in live app development, and also studied part of Android 4.4 framework. Education National Sun Yat-Sen University, Master of Science (MS), Electronic Engineering, 2010 ~ 2012 Actually still major in computer science related topic, involving machine learning, distributed computing.
Android
iOS
WearOS
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Sun Yat-Sen University
Electronic Engineering

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Problem-Solving
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Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
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Teamwork
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Leadership
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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.