Speaker: Hui Jiang
Mr. Hui Jiang graduated with a master's degree in Electronic Information Technology and Instruments from Zhejiang University, currently serve as machine learning expert in Semitronix Corporation.
Before joining Semitronix, he worked at Pinduoduo Corporation.
He has over 8 years of work experience in computer vision, ranking and machine learning , and continues to drive technological progress in Semitronix's AI research and development capabilities.
Subject: Application of Machine Learning and LLM in Semiconductor Big Data Analysis
Abstract:
With the continuous advancement of technology, machine learning and large language models(LLM) are becoming increasingly widespread in their application within the semiconductor manufacturing industry.
This lecture will explore how machine learning and LLM can optimize the semiconductor manufacturing process, reduce costs and increase efficiency, as well as improve yield.
1) Introduce the background of machine learning applications in the semiconductor manufacturing industry.
We will discuss the challenges faced by the semiconductor manufacturing industry and how machine learning can help solve these problems.
2) Explore the specific applications of machine learning in the semiconductor manufacturing process.
Study how to use machine learning algorithms for yield diagnosis, optimize production processes, improve production efficiency, and reduce costs.
3) Discuss the application of LLM in the semiconductor manufacturing industry.
Explore how to use LLM for private knowledge base and agent capabilities.