Location History:
- Seattle, WA (US) (2023)
- Kirkland, WA (US) (2024)
Company Filing History:
Years Active: 2023-2025
Title: Michael Keleher: Innovator in Semiconductor Technology
Introduction
Michael Keleher is a prominent inventor based in Seattle, WA (US). He has made significant contributions to the field of semiconductor technology, holding a total of 3 patents. His innovative work focuses on improving processes related to wafer defect analysis and classification.
Latest Patents
One of Michael's latest patents is titled "Wafer bin map based root cause analysis." This invention provides a template for assigning the most probable root causes for wafer defects. By comparing the bin map data for a subject wafer with that of prior wafers, it allows for the identification of similar issues. A probability can be determined regarding whether the same root cause should be applied to the subject wafer, enabling it to be labeled accordingly.
Another notable patent is the "Collaborative learning model for semiconductor applications." This invention classifies wafers using a collaborative learning approach. An initial wafer classification is established by a rule-based model, while a predicted classification is determined by a machine learning model. Multiple users can manually review these classifications to confirm, modify, or add their own classifications. All classifications are then input into the machine learning model to continuously enhance its detection and classification capabilities.
Career Highlights
Michael Keleher is currently employed at Pdf Solutions, Incorporated, where he continues to develop innovative solutions in semiconductor technology. His work has had a significant impact on the industry, particularly in improving the efficiency and accuracy of wafer defect analysis.
Collaborations
Michael collaborates with talented individuals such as Tomonori Honda and Lin Lee Cheong, contributing to a dynamic and innovative work environment.
Conclusion
Michael Keleher's contributions to semiconductor technology through his patents and collaborative efforts highlight his role as a key innovator in the field. His work continues to influence advancements in wafer analysis and classification, showcasing the importance of innovation in technology.