SEAW WEI Tan
Singapore
Summary
Experienced engineering professional with strong background in designing and implementing innovative solutions. Skilled in project management, systems integration, and advanced problem-solving. Track record for fostering team collaboration and ensuring seamless project execution and results. Reliable and focused on driving technical excellence and organizational success.
Overview
12
12
years of professional experience
Work History
Principal Engineer
MICRON SEMICONDUCTOR ASIA PTE
12.2023 - Current
- Point of contact for all machine learning activities and software tools, and led engineering teams to successfully complete projects on time
- Deployed speed capability with smart die matching infrastructure to meet 99.6% stacked die yield improvement.
- Guided new team member and improved efficiency by 60% (50 engineering hrs/week) for probe program release activities with automated Dell Boomi framework to streamline manual process
Lead Data Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
06.2021 - 12.2023
- Led a six person multinational development team that developed and implemented data processing and visualization solutions for in-house customers
- Migrated on premise (Hadoop) data pipeline system to Google Cloud data pipeline to simplify workflow and improve scalability
- Restructured Cloud Data Pipeline System in 2 weeks time to reduce storage footprint by a factor of 50x, from 7PB to 140TB which prevent a recurring cost of USD 110K per month by using python API, Big Query and parquet file format. This approach has become a new Best Known Method (BKM) in Micron
Senior Data Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
05.2018 - 05.2021
- Lead architect for a multi-petabyte Hadoop and Hive infrastructure to enable large scale reliability analysis among cross-functional team. Total 20TB of data loaded to database
- Researched and implemented analytic processes to reduce analysis time from days to hours by leveraging Python Spark Streaming and Hive Custom User Defined Functions
- Mentor new hires
Product Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
08.2014 - 04.2018
- Developed ETL framework (data extraction, transform, and loading) to support reliability data analysis using python. This framework enabling faster and more accurate analysis
- Developed web application to replace PowerPoint for in-house customers allowing them to create interactive content in a WYSIWYG editor using Jquery, PHP and mySQL database
- Developed python script to improve operation efficiency by replacing hand sorting with tester sort-31k parts split into 156 lots within 30 hours (vs few days)
Intern
MICRON SEMICONDUCTOR ASIA PTE LTD
06.2013 - 08.2013
- Developed PERL program to automate data extraction and finding correlation between pre and post backend burn data
- Reduced manpower needs by 30%
Education
Data Science Immersive BootCamp -
General Assembly
Singapore11.2018
Big data training -
Micron Technology
Boise04.2016
Bachelor Degree - Electrical and Electronic Engineering
University Putra Malaysia
Malaysia07.2014
Timeline
Principal Engineer
MICRON SEMICONDUCTOR ASIA PTE
12.2023 - Current
Lead Data Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
06.2021 - 12.2023
Senior Data Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
05.2018 - 05.2021
Product Engineer
MICRON SEMICONDUCTOR ASIA PTE LTD
08.2014 - 04.2018
Intern
MICRON SEMICONDUCTOR ASIA PTE LTD
06.2013 - 08.2013
Data Science Immersive BootCamp -
General Assembly
Big data training -
Micron Technology
Bachelor Degree - Electrical and Electronic Engineering
University Putra Malaysia
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