Michael Hsieh

National Chiao Tung University

Institute of Data Science and Engineering

[email protected]

https://github.com/Microsheep/

https://www.facebook.com/twmicrosheep

Mandarin Chinese(Mother Tongue)

English(Professional working proficiency, TOEIC Gold certificate)

Education

Master of Science, Institute of Data Science and Engineering

Department of Computer Science (Program of Computer and Electrical Engineering)

Data Mining, Artificial Intelligence, Theory of Computer Games, Natural Language Processing

Parallel Programming, System and Network Administration, Operating System Design and Implementation, Hardware-Software Co-design

Professional Experience

Machine Learning Engineer Contractor | Sept 2017 - Now

Implement machine learning algorithms for E-commerce data analytics

Productionize machine learning models into production dataflow

Part-time Software Engineer | July 2016 - Now

Establish Continuous Integration and Continuous Delivery infrastructure and practices in the company

Build and use Kubernetes and Docker infrastructure in the company using google cloud platform

Developed methods to auto generate snapshots from Perseus exercises using headless-browser, Pub-Sub and Kubernetes

Full-time Summer Internship | July 2018 - Aug 2018

Design and implement algorithms for Prognostics and Health Management

Root cause determination by time series data anlysis on anomaly event data

Full-time Summer Internship | July 2017 - Aug 2017

Developed a semi task-oriented chat-bot from scratch with language understanding, dialogue management, language generation

Towards developing a Chinese language generation model for chat-bot using seq2seq attention models

Part-time Software Engineering | June 2015 - May 2018

Developing machine learning methods towards extraction of keywords and trends from mandarin data source

Developed crawlers and web platform for E-Commerce and Social Network big data collection and analysis

Developing interactive virtual reality streaming solution

Leadership and Extracurricular

Head of Information Division

Built the first freshman dormitory roommate finder and achieved over 100K page views in the first 10 days

Built the first freshman entry guide website and got more than 4K unique users

Information Technology Division Manager

Improved audience participation by building real time polls using RFID cards as tickets

Cooperated with Industrial Technology Research Institute to provide virtual reality experience for the participants

Lecturer - Collegiate Programming Exam Training Class (four classes)

Lectured four lessons toward programming problem solving to help students pass Collegiate Programming Exam

Lecturer - NCTU.py: An introduction to Python Programming (five classes)

Lectured five lessons of basic python programming to help students get basic understanding of python

Head of conference group

Arranged regular conferences for the leadership cultivation program to unite members of the program

Selected Projects (More details and projects covered in the Portfolio)

Achieved over 100,000 page views, and at least 2500 unique users in the first 10 days

Website: https://stunion.nctu.edu.tw/roommate/

Github repo: https://github.com/Microsheep/2015-NCTU_find_roommate/

Achieved over 28,000 page views, and at least 4000 unique users through the period

Website: https://stunion.nctu.edu.tw/2015newcomer/

Github repo: https://github.com/Microsheep/2015-NCTU_newcomer_web/

Collected more than 1 million product data from more than 10 E-commerce websites

Analyzed E-commerce data gathered to provide a business strategic usage

Visualized analyzed data and data collected from the crawler

Github repo: https://github.com/Microsheep/Opencv_photo_background_removal/

Achievements

Github repo: https://github.com/Microsheep/nctu_hackathon/

Github repo: https://github.com/Microsheep/VizMap/

Github repo: https://github.com/Microsheep/FBxGIT/