Man Luo
Senior Machine Learning Scientist at Abridge
San Francisco, California, United States
Summary
🤩
Rockstar🎓
Top SchoolMan Luo is a Senior Machine Learning Scientist with 11 years of experience specializing in NLP, open-book question answering, and open-domain retrieval in multimodal settings. Based in San Francisco, he combines academic rigor from a PhD at Arizona State University with industry research roles at Google, Meta, Intel, and Abridge, plus clinical-focused LLM work at Mayo Clinic. His internships produced practical advances in retrieval-augmented in-context learning and efficient, robust retrieval systems, and he has hands-on experience uniting extractive and generative readers for machine reading comprehension. He often bridges KRR foundations with cutting-edge dialogue and multimodal applications, making his work relevant to both product teams and clinical research. Notably, he moves fluidly between academic projects and production-oriented research, demonstrating an uncommon blend of deep theory and applied engineering.
11 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Arizona State UniversityBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at Beijing Forestry University
Github Skills (64)
json-rpc10
websocket10
agent-framework10
large-scale10
dependency-injection10
amqp9
middleware9
psr-79
large-language-models9
swoole9
aop9
opentracing9
windows9
hyperf9
natural-language-processing9
Programming languages (13)
Github contributions (5)
luoyou/cc
Jan 2017 - May 2018
Contributions:149 pushes, 1 branch in 1 year 4 months
luoyou/ling
Dec 2022 - Mar 2024
Contributions:48 pushes, 2 branches in 1 year 3 months
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