Homepage of Zhangyue Shi

Bio

I am Zhangyue Shi, a data scientist at Bayer R&D Services LLC (Bayer Crop Science), where I lead AI/ML research projects applying deep learning, large language models, and agentic AI to accelerate crop breeding decisions at production scale. I architected and deployed a multi-agent AI research pipeline using LangGraph and Google ADK, and fine-tuned DNA language models (DNABERT) for large-scale genomic prediction. I obtained my PhD at the School of Industrial Engineering & Management with a minor in Statistics, Oklahoma State University, advised by Prof. Chenang Liu, where my research focused on data analytics-based quality assurance for smart manufacturing. I obtained my Bachelor’s degree in Mechanical Engineering from Xi`an Jiaotong University, China.

Research Interests

• Enterprise AI and agentic AI system design for business and scientific applications
• AI-driven decision support across industry domains (precision agriculture, manufacturing, healthcare)
• Anomaly detection, process monitoring, and incremental learning for smart manufacturing
• Large language models and generative AI for genomic prediction and data augmentation

Education

1. Oklahoma State University
   Ph.D. major in Industrial Engineering and Management, minor in Statistics (Aug 2019 - Jul 2023)
2. Xi`an Jiaotong University
   B.Eng. in Mechanical Engineering (Aug 2015 - Jun 2019)