1. BS in physics, MS and Ph.D in optoelectronics.
2. Image-to-image translation or segmentation project by GAN, Unet or unsupervised GAN.
3. ML to replace some process of SPICE modeling, to accelerate the cycle time and reduce SPICE license usage.
4. End-to-End OPC model from Mask to SEM image by deep learning.
5. Deep learning for Bio-medical image segmentation, medical assistant diagnosis.
Stanley Chao is a Section Manager for AI R&D OPC/Spice/Si Photonics at TSMC, the world's largest semiconductor foundry. TSMC is responsible for producing the chips that power everything from smartphones to supercomputers, and as a Section Manager, Chao is at the forefront of the company's research and development efforts.
Chao's team is responsible for developing advanced technologies in areas such as optical proximity correction (OPC), spice modeling, and silicon photonics. These technologies play a critical role in the manufacturing process of semiconductors, helping to ensure that chips are produced with high accuracy and yield.
As a Section Manager, Chao is responsible for overseeing the development of new technologies, managing his team of engineers and researchers, and working closely with other departments within TSMC to ensure that projects are completed on time and within budget. Chao is also responsible for identifying new areas of research and development that can help TSMC stay ahead of its competitors.
Chao has a wealth of experience in the semiconductor industry, having worked at TSMC for over a decade. Prior to his current role, he held positions as a Senior Engineer and a Deputy Section Manager in the OPC and Spice Modeling Departments. He also worked as a research scientist at National Tsing Hua University and Intel Corporation.
Chao's contributions to TSMC have been significant, helping the company to maintain its position as a leader in the semiconductor industry. His work has helped to advance the manufacturing process of semiconductors, making them faster, more efficient, and more reliable.
In addition to his work at TSMC, Chao is also an avid cyclist and enjoys spending his free time exploring new routes and trails. His passion for cycling reflects his dedication to pushing boundaries and achieving new goals, both in his personal life and in his career.
Conclusion:
Overall, Stanley Chao's role as a Section Manager for AI R&D OPC/Spice/Si Photonics at TSMC highlights his expertise in the semiconductor industry and his commitment to driving innovation and progress. His work is critical to the success of TSMC and to the industry as a whole, and his contributions will continue to have a significant impact for years to come.
