Zhenyu Wang work email
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Zhenyu Wang personal email
SUMMARY:• Extensive experience and knowledge of process modeling, optimization and control for manufacturing processes.• Enthusiastic to learn new concepts and technology and devote my career to process modeling and process improvement.CORE SKILLS AND COMPETENCIESExperiment DesignDesign of Experiment (DoE), Design of Dynamic Experiment (DoDE), Model Based DoE and Global Sensitive AnalysisProcess modeling: • Statistical Time-Series models (ARX, ARMAX, State-Space, LPV, LTV, Hammerstein-Wiener)• Statistical Static models (PCA, PLS, RSM, SVM, Neural Network)• Fundamental Models (DAE system describing manufacturing processes)Machine Learning: Regression (Linear/Nonlinear, Ridge, LASSO, Bayesian), Classification (BLR, SVM,K-means, Neural Network ), Model Assessment and Selection (Cross-Validation, Bootstrap).Process Optimization: Linear/Mixed Integer/Nonlinear Programming, Dynamic Programming, Genetic Algorithm.Process Control: • Linear/Nonlinear Model Predictive Control, PID control, Optimal Estimation• Statistical Process Control, Lean Six SigmaNumerical Analysis: Numerical Solution for ODE/PDE, Numerical Linear Algebra,Numerical Integration, Approximation of Functions Programming Languages: MATLAB, Python, R, C/C++
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Data Science ManagerDowPearland, Tx, Us
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Data Science ManagerDow Nov 2022 - PresentMidland, Michigan, UsSupport data analytics need for Scope 2 emission reductionIdentify and implement most effective technologies for data infrastructure and data analytics Design and deploy Key Performance Indicators (KPI) to improve process reliability and efficiencyMentor and train plant personnel for data analytics upskills -
Technology Manager, Data ScienceDow Aug 2021 - Nov 2022Midland, Michigan, UsLead innovation in Machine Learning (ML) and Artificial Intelligence (AI) Identify and prioritize opportunities for ML and AI across different businesses Coach internal and external members in data science projects
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Senior Data Analytics EngineerDow Oct 2017 - Aug 2021Midland, Michigan, Us• Provide end-to-end solution for complex industrial problem using data analytics methodologies• Develop novel machine learning and deep learning methodologies to improve manufacturing reliability and efficiency• Lead internal & external data science research in the fields of data fusion, supply chain analytics, text mining, reinforcement learning• Supervise and mentor Ph.D candidates, interns and new team members• Deliver internal data science trainings
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Research AssistantTufts University Sep 2012 - Sep 2017Medford, Massachusetts, Us• Optimization for Large-scale Batch and Continuous Processes • Model Reduction and Model-based Design of Experiments for Pharmaceutical Processes • Identification of Nonlinear Processes with Infrequent/Limited Measurements for Control Purposes• Developing Surrogate Model for Large-scale Continuous Process for Optimization and Control Purposes -
Teaching AssistantTufts University Sep 2012 - May 2014Medford, Massachusetts, UsTA in Courses:Engineering Mathematics, Numerical Method, Process Control, Design and Analysis of ExperimentResponsibility:• Lead Discussion• Assign and Grade Homework
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Phd InternAir Products May 2016 - Aug 2016Allentown, Pennsylvania, UsSystem identification with historical data of gas production plants.Real-Time adaptation of plant models. Large-scale MIMO system identification for pipelines -
Summer Intern, Process Modeling EngineerBiogen Idec Jun 2014 - Aug 2014Cambridge, Ma, Us• Analyzed historical data with variety of data-driven modeling techniques to identify correlation of product quality attributes to time-invariant inputs • Applied DoDE to build correlations of product quality attributes to time-variant inputs• Established knowledge-driven dynamic model for cell culture with historical data
Zhenyu Wang Skills
Zhenyu Wang Education Details
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Tufts UniversityChemical Engineering -
University Of FloridaChemical Engineering
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Renmin University Of ChinaChemistry
Frequently Asked Questions about Zhenyu Wang
What company does Zhenyu Wang work for?
Zhenyu Wang works for Dow
What is Zhenyu Wang's role at the current company?
Zhenyu Wang's current role is Data Science Manager.
What is Zhenyu Wang's email address?
Zhenyu Wang's email address is zh****@****fts.edu
What schools did Zhenyu Wang attend?
Zhenyu Wang attended Tufts University, University Of Florida, Renmin University Of China.
What skills is Zhenyu Wang known for?
Zhenyu Wang has skills like Design Of Experiments, Optimization, Process Control, Sensitivity Analysis, Mathematical Modeling, Numerical Analysis, Algorithms, Modeling, Matlab, Chemical Engineering, Statistics, Data Analysis.
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