Yanwei CUI
Senior Applied Scientist at Amazon Web Services (AWS)
Hong Kong, China
Summary
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Senior🎓
Top SchoolYanwei CUI is a Senior Machine Learning Specialist Solutions Architect at AWS with 11 years of experience bridging academic research and production ML systems. He holds a Ph.D. in Machine Learning and built kernel- and deep-learning methods for remote sensing, customer behavior modeling, NLP and large-scale learning during research roles in France and industry positions in digital marketing. At GMF/COVEA he deployed GCP-based production models for remarketing and sentiment analysis, and now advises AWS customers on architecting scalable ML solutions. Fluent in research-to-production transitions, he combines deep statistical foundations, multi-language implementation experience (Python, C++, Java, Matlab) and cloud deployment know-how. Based in Hong Kong, he’s equally comfortable publishing novel algorithms and turning them into operational services that drive business impact.
11 years of coding experience
6 years of employment as a software developer
Computer Science. International student exchange program ESIGELEC -- Xidian University, Computer Science. International student exchange program ESIGELEC -- Xidian University at ESIGELEC : ÉCOLE D'INGÉNIEURS-ES GÉNÉRALISTESMaster's degree Mathematics and Applications, specialization in Statistics, Master's degree Mathematics and Applications, specialization in Statistics at Pierre and Marie Curie UniversityJoint Master's degree with UPMC Computer Science, specialization in Computer Vision, Joint Master's degree with UPMC Computer Science, specialization in Computer Vision at Télécom ParisBachelor's degree Computer Software Engineering, Bachelor's degree Computer Software Engineering at Xidian UniversityDoctor of Philosophy - PhD Compute Science, specialization in Machine Learning, Artificial Intelligence, Data Mining, Doctor of Philosophy - PhD Compute Science, specialization in Machine Learning, Artificial Intelligence, Data Mining at Université Bretagne Loire
French, english -- toeic 915 (c2), Chinese
Github Skills (13)
paddleocr6
sagemaker5
python5
aws5
huggingface5
optical-character-recognition5
machine-learning4
pytorch4
tensorflow4
amazon-sagemaker3
machine-learning-models3
mlops2
mxnet2
Programming languages (2)
Github contributions (5)
aws-samples/Mistral-7B-Instruct-fine-tune-and-deploy-on-SageMaker
Mar 2024 - Sep 2025
Contributions:1 PR, 6 pushes in 1 year 6 months
aws-samples/fine-tune-qwen2-vl-with-llama-factory
Oct 2024 - Jul 2025
Contributions:1 PR, 41 pushes in 8 months
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