Binghuang Cai
Research Collaborator
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolBinghuang Cai is a research-driven AI scientist and manager with nine years of experience bridging academia and industry, currently contributing to Meta's generative AI efforts and running AI consulting through Caisky. He holds a PhD in Information Systems and has led or co-led 26+ projects across AI, machine learning, computer graphics, neuroscience, and biomedical informatics, producing 68 publications with nearly 2,000 citations. Known for turning state-of-the-art research into product-ready solutions, he built large-scale brain simulations, automated parameter tuning that sped workflows 12x, and launched dozens of innovation projects that significantly grew revenue channels. A hands-on engineer in Python, PyTorch, C++, and MATLAB, he also crafts high-quality fine-tuning datasets and prompt engineering for LLMs and multimodal generative models. His leadership style is strategic and empathetic—mentoring teams, prioritizing roadmaps, and eliminating nonessentials to consistently ship impactful systems.
9 years of coding experience
11 years of employment as a software developer
MS Signal and Information Processing, MS Signal and Information Processing at Shantou UniversityPhD Information Systems, PhD Information Systems at Sun Yat-sen University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
simulator10
python9
neurons9
nest9
cpp9
nest-simulator8
bioinformatics5
data-science2
neuroimaging2
science2
neuroscience2
Programming languages (2)
Github contributions (5)
AllenInstitute/GLIF2NEST
Sep 2018 - Sep 2020
GLIF (Generalized Leaky Integrate and Fire) Models for NEST Simulator
Contributions:16 commits, 7 pushes in 2 years
nest-simulator
AllenInstitute/nest-simulator
Oct 2018 - Feb 2020
The NEST simulator
Contributions:52 pushes, 2 branches in 1 year 4 months
simulatornestnest-simulatorsimulation
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