Yuan Hui
Ph.D, P.E.
- Role
- Water Resource Engineer at Stantec
- Location
- Fargo, ND, US
- LinkedIn followers
- 500 followers
About Yuan Hui
I am an interdisciplinary engineer and researcher with 5 years’ experience in data science, machine learning and computational fluid dynamics. Special interests are to build and optimize predictive models and to discover the association relationships in data. My experience focuses on using machine learning to predict water quality and applying computational numerical models to simulate water processes. Language: Python, R, SQL, MATLABLibraries: Numpy, Scipy, Pandas, Pytorch, Keras, TensorFlow, sklearn, OpenCV, nltk in Python; glmnet, xgboost, caret, rpart, neuralnet, gbm in RData Modeling: Deep Learning (CNN, RNN, GANs, etc.), Machine Learning, Computer Vision, NLPOthers: Git/GitHub, AWS Sagemaker, GCP BigQuery, OCR, HTML
Experience
Water Resource Engineer
Dec 2021 — Present · Sacramento, CA, US
Education
University at Buffalo
Master's degree, Data Science
2018 — 2020
Brandenburgische Technische Universität Cottbus-Senftenberg
Master of Science (M.Sc.), EuroAquae-Hydroinformatics and Water Management
2013 — 2014
Chongqing Jiaotong University
Bachelor of Engineering (B.Eng.), Hydraulic and Hydro-Power Engineering
2008 — 2012
Université Côte d'Azur
Master of Science (M.Sc.), EuroAquae-Hydroinformatics and Water Management
2012 — 2013
Newcastle University
Master of Science (M.Sc.), EuroAquae-Hydroinformatics and Water Management
2013 — 2013
University at Buffalo
Doctor of Philosophy (PhD) candidate, Civil Engineering
2015 — 2020
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