Profile 00 00@2x

Zhen Yuan Kuo

My name is Zhen Yuan Kuo. Currently studying at National Taiwan University of Science and Technology, Department of information management master's program the first grade. I see myself as a Machine Learning Engineer and Web Developer. In my free time I like working on open source projects and learning new things.

             

Position: Student
Taipei ,TW
Email: [email protected]

SKILLS

  • Good knowledge in HTML, CSS , JavaScript
  • Good knowledge in Node JS
  • Good knowledge in Java programming language
  • Good knowledge in Python programming language (Django, Flask)
  • Good knowledge in Git version control system
  • Good knowledge in  React
  • Good knowledge in AWS cloud
  • Good knowledge in SQL in relational database specializing in MySQL and PostgreSQL
  • Familiarity with Redis
  • Familiarity with Go programming language
  • Familiarity with Machine Learning 

Frontend


  • I have developed front-end for more than a year, mainly using the React framework, and I also contact with RWD, Webpack, and Redux.

Backend


  • I have developed  back-end for more than half a year, mainly using Django and Flask to develop restful apis, and I have developed serverless's APIs. I currently use Go to develop.

Data Science &ML


  • I have contacted with ML for about half a year. Know about neural networks and CNN-related research, and I also involve the real situation during my internship.

EDUCATION

2020.9 - Now

National Taiwan University of Science and Technology

Degree: Master

Major: Information Management

2016.9 - 2020.6

Fu Jen Catholic University

Degree: Bachelor

Major: Information Management

Minor: French

WORK EXPERIENCE

Cloud Engineer

eCloudvalley Technology

2019.7 - 2020.6
Taipei, Taiwan

During the internship, I participated in the three projects.

1. traffic test system (mainly divided into two roles-Server, Client, Server will send a request to the Client to confirm whether the Client has successfully responded to the correct response.

2. internal course system (4 different Roles (super admin, admin, general user, trainer) can be operated for different operations, and can automatically open cloud accounts for students as experiment Work) 

3. e-commerce system (mainly selling courses, and combining the internal course system as the company's main system in the future-participate in the early stage)


Data Scientist

AU Optronics Corporation (AUO)

2020.7 - 2020.9
Taoyuan, Taiwan

During the internship, I mainly analyzed the chamber error situation.

I involved the whole project, including data pre-process, data analyze, build model, project online, automatic scheduling, database designed. I used Python & Sklearn & Keras as my development tool.

Project

Vision detection with Convolution pose machine

This project is developed by my classmates and me when I was in college. This is about eye detection using Deep learning to replace the physical equipment, like the eye chart will show in use's computer, then user just made the up, down, left, right gesture in front of the camera, the system will judge the direction is correct or not.
URL: https://github.com/Hank-Kuo/eye-detection_with-CMP


Request flow test

This project is about flow test, the client will attack server, but user need to maintain their server to avoid crash. So the user need to build prepared server in AWS environment, he/she needs to let the architecture more flexible that can handle attack. And user can see their score through the dashboard.
URL: https://github.com/Hank-Kuo/client_server_flow_test

Personal website

This project is my side project, I spent two months to build my own website. In my website, I can post my own blog, and other people can leave the message in here. In frontend, I use React; In backend, I use go (gin).
URL: http://hank-kuo.surge.sh/

MRT Food - Android

This project is developed by my classmates and me in my course. This is about food near the MRT that people can quickly find their want. In this project is used Android studio, database is firebase.
URL: https://github.com/Hank-Kuo/Anrdoid_MRT

EXPERIENCE

大專院校競賽

Regarding the National Colleges and Universities Information Service Innovation Competition, our team took two projects to the competition, one of which won the first place in the cloud domain.

全國技能競賽 - Cloud

Regarding the national trials, I have participated in cloud-related selections.

Hack n Roll

Regarding the hackathon, I participated in cloud related events with colleagues from Ecloudvally's company.

玉山人工智慧公開挑戰賽2020夏季 - NLP

Regarding the NLP competition, our team won tenth place in the competition

擂台AI 比賽

Regarding the AI application competition, the competition is held in the Fu Jen University, in which we have achieved excellent results

AWS SAA Certification

AWS Certified Solutions Architect - Associate  is intended for individuals who perform a solutions architect role and have one or more years of hands-on experience designing available on AWS.

Google Analytics Certification

Google Analytics is a web analytics service offered by Google that tracks and reports website traffic, currently as a platform inside the Google Marketing Platform brand.

 

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