Yee Wei Liang
I'm Data Scientist
About
I am currently a Staff Analyst Data Scientist with a strong focus on machine learning and computer vision, backed by hands-on experience in maritime and manufacturing industries. With a solid foundation in industrial software integration and project management (IPMA Level D), I deliver innovative solutions that optimize performance and drive efficiency.
Data Scientist & Project Manager
Versatile Data Scientist with expertise in data science, software development and project management.
- Age:
- Highest Qualification: Master of Technology
- Email: weiliang.yee [at] gmail.com
- City: Singapore
- Hobbies/Interest: Photography (Street, Architecture, Portrait), Reading, Movies
Years of Working Experience
Skills
Data Science, Software Development, Project Management
Resume
Scan QR for Latest CV
Education
Master of Technology (Intelligent Systems)
2021 - 2022
National University of Singapore
Certificates Taken:
- Intelligent Reasoning Systems
- Pattern Recognition Systems
- Intelligent Sensing Systems
- Intelligent Robotic Systems
Bachelor of Computer Engineering (Hons.)
2008-2012
National University of Singapore
Professional Certifications
User Experience Design Bootcamp
2024
Vertical Institute
Certified Scrum Master
2024
Scrum Alliance
Professional Experience
Staff Analyst Data Scientist
2022 - Present
Infineon Technologies Asia Pacific Pte. Ltd., SG
Process Excellence
- Project Manager for cross-functional business projects in Business Process, Finance and Export Control domain
- Developed full-stack web applications hosted on internal cloud platform
- Technical member of ML-assisted Marketing Forecasting project that transformed rigid, quarterly, planning cycle into dynamic, market-driven demand forecasting.
Test Singapore Backend
- Project Manager for Optical Character Recognition project to salvage overkill in marking text process
- Developed Python scripts to ETL Final Test equipment alarm and warning statistics via Selenium
- Developed Tableau Dashboard with equipment data to provide Final Test engineers and technicians clear overview on preventive maintenance tasks
- Received good feedback for in-house sharing to ~50 employees without prior ML experience on Predictive Maintenance
Senior Engineer
2018 - 2022
PSA Corporation Limited, SG
Smart System Solutions Department (Smart Machine-Automated Quay Crane)
- Manages Automated Quay Crane project by ensuring resources availability and timeline adherence
- Performed tasks central to projects tendering, including specification write-up and technical scoring of proposals
- Developed Python scripts to ETL month-long crane data for useful insights on operators benchmarking
- Developed Extended Memobus Protocol (Yaskawa PLC) communication driver in Python for vendors applications
Photography
Data tells the story; Photography captures the nuance.
Showcasing some of my favourite shots. Click to view in enlarged format.
Contact
Feel free to contact me to request for further information