Michael Hsieh
Resume
Michael Hsieh 謝明恩
Hsieh Ming-En
School
National Chiao Tung University
Department
Institute of Data Science and Engineering
Email
[email protected]
Github
https://github.com/Microsheep/
Facebook
https://www.facebook.com/twmicrosheep
Languages
Mandarin Chinese(Mother Tongue)
English(Professional working proficiency, TOEIC Gold certificate)
Education
National Chiao Tung University | HsinChu, Taiwan
Master of Science, Institute of Data Science and Engineering
Department of Computer Science (Program of Computer and Electrical Engineering)
Relevant Coursework
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
Cumulative GPA: 4.10/4.3
Professional Experience
Rakuten Intelligence Machine Learning and Data Science Team | Remote
Machine Learning Engineer Contractor | Sept 2017 - Now
Implement machine learning algorithms for E-commerce data analytics
Productionize machine learning models into production dataflow
Junyi Academy (Non-Profit Organization) | Taipei, Taiwan
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
Taiwan Semiconductor Manufacturing Company (TSMC) | Hsinchu, Taiwan
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
Institute of Information Science, Academia Sinica | Taipei, Taiwan
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
Industrial Technology Research Institute (ITRI) | HsinChu, Taiwan
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
National Chiao Tung University Student Union
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
2015 and 2016 TEDxNCTU Annual Conference
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
ICube Organization
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
Fourth National Chiao Tung University Leadership Cultivation Program
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)
NCTU Freshman Dormitory Roommate Finder | PHP, HTML, JavaScript, CSS, MySQL
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/
NCTU Freshman Entry Guide Website | PHP, HTML, JavaScript, CSS, MySQL
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/
E-commerce web crawler & data analysis | Python, Apache Spark, Shell script, MySQL
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
E-commerce web platform | PHP, HTML, JavaScript, CSS, MySQL
Visualized analyzed data and data collected from the crawler
OpenCV command line photo background removal tool | C++, OpenCV
Github repo: https://github.com/Microsheep/Opencv_photo_background_removal/
Achievements
2017 Tai-power High Voltage Advanced Metering Infrastructure Open Data Competition Honorable Mention
2016 Taiwan Openstack Application Hackathon (Final round contestant – Top six)
2015 Mei-Chu Hackathon 2nd Place (E.Sun Bank group 1st place, UI/UX Prize)
Github repo: https://github.com/Microsheep/nctu_hackathon/
Github repo: https://github.com/Microsheep/VizMap/
Attended Facebook GITxHack for a Cause Hackathon
Github repo: https://github.com/Microsheep/FBxGIT/
Attended 2015 ACM ICPC Taichung regional contest
2014 National Collegiate Programming Contest Program design group Third place
2015 NCTU Program Design Competition Application Group Honorable Award
2014 NCTU Program Design Competition Third place
2014 NCTU Freshman Program Design Competition First place