Zhen Yuan Kuo

• 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 Pytorch
• Good knowledge in SQL in relational database specializing in MySQL and PostgreSQL
• Familiarity with Redis
• Familiarity with Go programming language
• Familiarity with Machine Learning 

2020.9 - 2022.08

National Taiwan University of Science and Technology

Degree: Master

Major: Information Management

Software engineer  

TrendMicro

2022.12 - present
Taipei, Taiwan

• Research about mail attacks & scenarios. (BEC, impersonation, scam, phishing, spam). 

• Experiment to reduce FP email error rate for invitation mail by 69%,, then delivered the solution in production.  

• Experiment that detected the impersonate mails about Meta mails, delivered the solution in production. The recall can achieve 85%.

Software engineer  intern

Appier

2022.01 - 2022.08
Taipei, Taiwan

• Debugged  client’s Campaigns, then released campaigns to production.  

• Delivered datafeed  and model’s result to MySQL, then displayed result to demo site (Simulate client’s situation). Add the some features and fix bugs on the demo site.

• Developed API  using Node Red, integrated EPA API and MaxMind to identify location, then return UVI (GoeHash & distance measure).

• Designed CMS backend server, developing  transform datafeed to csv, and cron job triggers automatically. 

Fronted  intern

Home心

2021.01 - 2022.01
Taipei, Taiwan

• Refactored the frontend’s project architecture to clean code, optimizing the development process.

• Developed frontend’s UI components, using pure css (styled-components) to build custom components .

• Used axios and relay to connect restful API and GraphQL.

Data engineer intern

AU Optronics Corporation (AUO)

2020.07 - 2020.09
Taoyuan, Taiwan

• Used Regression&Booting model to analyze potential key factors. 

• Built data pipeline automatic  procedure.

Vision detection with Convolution pose machine

This project was developed by my classmates and me when I was in college. This is about eye detection using deep learning to replace 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 testing, the client will attack the server, but users need to maintain their server to avoid crashes. So the user needs to build a prepared server in AWS environment, he/she needs to make the architecture more flexible so that can handle it. And users can see their score through the dashboard.
URL: https://github.com/Hank-Kuo/client_server_flow_test

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 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.