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Definition of Reputation Credits
Zhen Yuan Kuo
Software Engineer with 3+ years experience in front end, 3+ years in back end, and 1.5 years in AI. Experienced in multiple programming languages, with a get-it-done, on-time, and high-quality product spirit.
Position: Software Engineer
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 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
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 ML for about half a year. I know about neural networks and CNN-related research, and I am also involved in the real situation during my internship. Then in my research field is about NLP domain.
EDUCATION
2020.9 - 2022.08
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
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.
Cloud Engineer intern
eCloudvalley Technology
2019.07 - 2020.06
Taipei, Taiwan
Developed AWS Lambda API for object detection using OpenCV.
Refactored dashboard platform’s frontend, optimized web speed and redesign project structure.
Built Flow test request system(flask, Dajango ), like DDOS system combined with AWS services, simulating million requests to test server tolerable.
Developed E-commerce platform frontend’s components (Typescript react).
Project
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
Personal website
This project is my side project. I spent two months building my own website. In my website, I can post my own blog, and other people can leave a message here. In frontend, I use React; In backend, I use go (gin).
URL: http://hank-kuo.surge.sh/
MRT Food - Android
This project was developed by my classmates and me in my course. This is about food near the MRT where people can quickly find their wants. In this project, it is used Android studio, the 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 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.
Zhen Yuan Kuo
Software Engineer with 3+ years experience in front end, 3+ years in back end, and 1.5 years in AI. Experienced in multiple programming languages, with a get-it-done, on-time, and high-quality product spirit.
Position: Software Engineer
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 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
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 ML for about half a year. I know about neural networks and CNN-related research, and I am also involved in the real situation during my internship. Then in my research field is about NLP domain.
EDUCATION
2020.9 - 2022.08
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
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.
Cloud Engineer intern
eCloudvalley Technology
2019.07 - 2020.06
Taipei, Taiwan
Developed AWS Lambda API for object detection using OpenCV.
Refactored dashboard platform’s frontend, optimized web speed and redesign project structure.
Built Flow test request system(flask, Dajango ), like DDOS system combined with AWS services, simulating million requests to test server tolerable.
Developed E-commerce platform frontend’s components (Typescript react).
Project
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
Personal website
This project is my side project. I spent two months building my own website. In my website, I can post my own blog, and other people can leave a message here. In frontend, I use React; In backend, I use go (gin).
URL: http://hank-kuo.surge.sh/
MRT Food - Android
This project was developed by my classmates and me in my course. This is about food near the MRT where people can quickly find their wants. In this project, it is used Android studio, the 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 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.