Kai Zhang
Bethlehem, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolKai Zhang is a postdoctoral researcher specializing in multi-modal and federated learning for biomedicine, currently advancing AI for medical image analysis at Stanford. With eight years of experience spanning internships at Oracle Health AI, NEC Labs, Amazon, Mayo Clinic, and Samsung Research, he bridges trustworthy medical AI research with practical system design for clinical deployment. His work emphasizes accelerating discovery-to-delivery pipelines—combining federated learning, foundation models, and efficient ML systems—to tackle privacy-sensitive healthcare problems. Notably, his Amazon internship produced an oral paper at AMLC on practical federated learning for fraud detection, reflecting a mix of rigorous research and production-minded experimentation. Based in Bethlehem, PA, he emerged from Lehigh’s PhD program with a focus on building dependable, multimodal agents and reinforcement-learning approaches tailored to healthcare contexts.
8 years of coding experience
PhD Student, Computer Science, PhD Student, Computer Science at Lehigh University
chinses, English
Github Skills (76)
ai-agent10
silo10
visual-question-answering10
marketplace10
distributed-training9
scale9
security9
deep-learning9
simulation9
machine-learning9
inference-engine9
blockchain9
federated-learning9
cross-device9
prompt-tuning8
Programming languages (4)
Github contributions (5)
taokz/Web-Mining
Oct 2018 - Dec 2018
Contributions:16 commits, 11 pushes, 1 branch in 2 months
taokz/BiomedGPT
May 2023 - Nov 2024
Contributions:31 pushes, 2 branches, 81 comments in 1 year 5 months
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