Yanwei CUI
Senior Machine Learning Specialist Solutions Architect 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
Joint Master's degree with Télécom ParisTech, Computer Science, specialization in Computer Vision, Joint Master's degree with Télécom ParisTech, Computer Science, specialization in Computer Vision at Université Pierre et Marie Curie (Paris VI)Bachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at Xidian UniversityComputer Science. International student exchange program ESIGELEC -- Xidian University, Computer Science. International student exchange program ESIGELEC -- Xidian University at Ecole supérieure d'Ingénieurs en Génie électriqueJoint Master's degree with UPMC, Computer Science, specialization in Computer Vision, Joint Master's degree with UPMC, Computer Science, specialization in Computer Vision at Telecom ParisTechDoctor 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 (17)
deploying7
huggingface6
aws6
amazon6
python6
sagemaker6
optical-character-recognition5
machine-learning5
identity5
machine-learning-models5
pytorch5
mxnet4
deep-learning4
tensorflow4
amazon-sagemaker3
Programming languages (2)
Github contributions (5)
cuiIRISA/python_test
Sep 2018 - May 2020
Contributions:1 push in 1 year 8 months
aws-samples/train-and-deploy-ocr-model-on-amazon-sagemaker
Apr 2022 - May 2022
Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents
Contributions:9 commits, 6 PRs, 9 pushes in 1 month
onboardoptical-character-recognitionsagemakerdeep-learningpaddleocr
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