Ran Wei is a Data Scientist at Waymo, specializing in machine learning and statistics. With a PhD from Texas A&M University, his expertise centers on simulation, evaluation, and probabilistic models for autonomous systems. He has previously conducted research at VERSES and Duke University, focusing on human-computer interaction and transportation safety.
His intellectual interests extend to the intersection of artificial intelligence and human psychology. He actively explores concepts like human-AI collaboration, empowerment versus reward inference, and the psychology of optimal compute allocation, drawing insights from bounded rationality theory. He has completed advanced certifications in Bayesian Methods and Probabilistic Graphical Models.
Unique Fact: He has published research on how the behavior of human drivers can be used to estimate their internal beliefs, such as trust and situation awareness.
Read the full overview →They are quite likely to negotiate on pricing or other key terms. They prefer to do logical analysis and value evidence over emotions. They don’t appreciate bells and whistles unless backed by data.
Calculativeness (C) reflects the degree to which a person is likely to be cautious, systematic and analytical. Those scoring high tend to emphasise quality and accuracy.
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