Biography
Lingyu Zhang is a senior research scientist in Artificial Intelligence Center at Samsung Research America. Her research interests include multimodal machine learning, generative models, and information retrieval.
Interests
- Multimodal machine learning
- Vision and language
- Generative models
Education
Ph.D. in Electrical Engineering, 2021
Rensselaer Polytechnic Institute
M.S. in Electrical Engineering, 2017
Columbia University
B.Eng in Electrical Engineering, 2012
Huazhong University of Science and Technology
Skills
Python, C++, PyTorch, Langchain, Deeplake, LlamaIndex
Experience
Senior Research Scientist
Research in multimodal machine learning, knowledge and dialogue
Software Engineer II
Develop machine learning and computer vision algorithms for object detection and recognition in the autonomous driving system.