Xiong Ma
China Mainland, United States
Summary
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RockstarXiao Ma is a research scientist with a PhD from the National University of Singapore and eight years of experience at the intersection of uncertainty modeling, reinforcement learning, and representation learning for robotics. Currently at ByteDance after leading research at Dyson and Sea, Xiao blends deep academic grounding with applied research that informs real-world robotic and agent systems. His work spans both foundational methods and practical deployments—evidenced by internships at SenseTime and Intel and teaching roles in robot motion planning and AI. Based in Singapore, he also explores large language model agents and multi-modal LLM applications, signaling a shift from robotic perception and control toward intelligent agent architectures.
8 years of coding experience
Github Skills (200)
language-model10
proxy10
hpa10
jaeger10
tornado10
llmops10
neural-network10
nlp10
python-logging10
data-science10
prometheus10
deep-neural-networks10
bert10
speech-recognition10
python10
Programming languages (7)
Github contributions (5)
xiongma/bert2tf
Aug 2021 - Jan 2022
bert to tensorflow
Contributions:6 releases, 83 PRs, 184 pushes in 5 months
mircoservicesbertpretrainingtensorflowbert-embeddings
xiongma/DGCNN
Jul 2019 - Sep 2020
Dilation Gate CNN For Machine Reading Comprehension
Contributions:2 commits, 1 PR, 50 pushes in 1 year 3 months
pytorchmachine-readinggatedeep-learningcomprehension
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