Data-driven professional with 15 years of hands-on experience in designing, implementing, and optimizing semiconductor test solution. Proven track record of ensuring the quality and reliability of semiconductor products through comprehensive testing methodologies and data analysis. Adept at collaborating with cross-functional teams to troubleshoot and resolve complex issues, driving efficiency improvements, and optimizing test procedures. Seeking a challenging role where my extensive experience in semiconductor testing, coupled with my commitment to innovation and continuous improvement, can contribute to the success and growth of the company.
- Manage commercial and automotive product test development and maintenance, characterization, qualification (Eg: uHAST/bHAST/HBM/CDM/etc), and reliability (Eg: HTOL/ELFR/etc based on JESD47/AEC-Q100) related activities
- Data analysis on wafer test and final test result for appropriate disposition on outlier lots on STDF file with QuickEdit and python script/tool
- Oversee all production related activities such as wafer test, final test, probe card design, load board design and package assembly build from NPI to EOL (mainly on Teradyne J750) - Cooperate with subcons/OSATs for throughput, production, and qualification activities - Collaborate with subcons/OSATs to improve quality, test time reduction and flow optimization activities - Automate test process by writing software scripts (mainly with Perl/Python/SQL) to improve work efficiency and yield analysis
- Enhance test coverage to ensure excellent outgoing quality and customer satisfaction
- Develop and maintain test programs to cater to customers' specifications, device performance characterization needs and analysis of customer returns
- Optimize test programs by applying efficient testing methods to improve yield, reduce production test times and manufacturing cost in both wafer test and package test.
- Manage package and product qualification flows to ensure the product meets customers’ spec
- Manage the product’s overall test cost and improve over time for cost reduction
- Created a Power BI dashboard for production volume and yield to provide infographic view insights for weekly meeting.
- Collaborate with capacity and quality team on yield, test time and quality monitor metric.
- Collaborate with vendors, subcons/OSATs on product, hardware, and test program.
- Enable and develop NPI test program to meet customer request for new market.
- Develop and maintain multiple products' test program.
- Improve products' quality by analysing RMA and implement effective screen with minimal to no impact on test time and cost.
- Qualified new product on new subcon/OSAT with close collaboration. - Achieved 50% TTR on latest new product for cost reduction without sacrificing the quality.
- Leading a team to develop and maintain commercial and automotive product test program on latest technology node NAND devices from NPI to HVM with tight timeline for design win
- Perform DOE and FMEA to improve process and defect analysis. - Ensure proper data analysis with JMP/LINUX/in-house tools and disposition on SPC outlier lot to maintain excellent quality with target of zero excursion or quality event. - Automate test process by writing software scripts (Python/PERL/BASH) to improve work efficiency and yield analysis
- Enhance test coverage to ensure excellent outgoing quality and customer satisfaction - Cooperate with product/equipment engineering departments to improve overall product yield to maximize ROI.
- Collaborate with test capacity and manufacturing departments to realize output goals
- Develop and monitor process and engineering metrics to ensure stability, efficiency, and effectiveness of test processes
- Develop and maintain test programs to cater to customers' specifications, device performance characterization needs and analysis of customer returns.
- Optimize test programs by applying efficient testing methods to reduce product test times and manufacturing cost in both burn-in and ATE testing (mainly on Advantest T5375/T5585).
- Reduce cost by catching error early in production test program as an SME on peer/code review
- Created a Tableau dashboard to analyse production volume, machine, and test board down time.
- Collaborate with product, capacity, and quality team on yield, test time and quality monitor metric.
- Collaborate with different business units and team from Shang Hai and US on product and test program.
- Qualified new assembly site and test platform for cost saving and support high volume testing.
- Implement multiple screens and resolution on fabrication and assembly excursion materials to guarantee product's quality.
- Enable and develop NPI test program to meet customer request for new market.
- Develop and maintain multiple products' test program.
- Improve products' quality by analysing RMA and implement effective screen with minimal to no impact on test time and cost.
- Manage to implement reasonable test time reduction on multiple tech nodes with zero excursion for multiple years with proper DOE execution.
- Publish four technical papers in Micron.
- Designed, implementation and support of any engineering deliverables.
- Involved in requirements gathering and analysis, development, testing, implementation, maintenance, conducts end user training, documentations preparation in all projects.
- Maintained existing application and added new functionality based on functional specification documentations.
- Involved in improving existing application and system become more efficient and reduce time for analysis.
- Developed extensive data logging and analysis tools including an interface to Microsoft Excel for displaying detailed charts and graphs.
- Maintained department’s computers, servers and consoled utilities to automate maintenance tasks.
- Created a script to reduce Analysis Time for Low Data line Detection Rate by 75% which is 3 hours to 45 minutes (MI Project similar to 6 Sigma which implemented in Toshiba)
- Improve analysis tool which able to identify the defective location accurately. - Enable a real-time data to identify common defective location and fasten analysis time.
- Create tools to prevent human error and improve efficiency to correlate the coordinate/location of inspection and repair machine for yield improvement.
- Create multiple tools (PERL/VBA) to improve efficiency on analysis, detection, and processing data.
C Language
Python
PERL
GIT/ Bitbucket
SVN
JIRA
Visual Basic
VBA
Advantest language
Tableau
Power BI
SQL
JMP
LINUX
Project management skills
Data Analysis
Quality assurance understanding
Requirements Analysis
Teamwork and Positive Attitude
Singapore