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Xinyan Ou is listed as Fellow at Techlent, a company with 22 employees, based in San Francisco Bay Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Xinyan Ou.
Xinyan Ou previously worked as Research Assistant at Stony Brook University and Data Scientist at General Motors. Xinyan Ou holds Doctor Of Philosophy - Phd, Mechanical Engineering from Stony Brook University.
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Data Scientist with 5+ years of experience in Manufacturing consulting, expertise in applying Reinforcement Learning, Statistical Analysis and Machine Learning Models for Data-Driven Innovation, Manufacturing Process Optimization, Anomaly Detection, Risk Assessment, Decision Making and Real-time Control.SKILLS:Python, Jupyter Notebook, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, Regression, Classification, Clustering, Reinforcement Learning, Approximate Dynamic Programming, Matlab, Q-learning, Spark, SMOTE, SHAP, SQL
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Customer Churn DetectorTo avoid revenue loss from customer churning in a telecom company, built a Customer Churn Detector based on binary classification models, and developed an Insight Engine for Marketing Team to generate sale strategies. Collected and preprocessed data, conducted EDA and feature engineering, used SMOTE to handle the imbalanced dataset.
Greater New York City Area
Real-time Decision Maker of Material-Handling RobotsTo lower the production loss due to machines' random down events during manufacturing process, built a Data-driven Real-time Decision Maker to control the operations of the material-handling robots.Built a manufacturing simulation environment, applied multiple Machine Learning methods, including.
Michigan
Root Cause Identifier for Product QualityTo lower the product failure rate of a crankshaft production line, built a Root Cause Identifier based on binary classifier models.Collected and cleaned raw data from factory, filtered features from over 600 features use PCA and conducted feature engineering based on domain knowledge, built a series of machine.
Other employees you can reach at techlent.net. View company contacts for 22 employees →
Ben Zhang
Colleague at TechlentBurnaby, British Columbia, Canada, Canada
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AW
Anli Wang
Colleague at TechlentSanta Clara, California, United States, United States
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JZ
Jessie Zhong
Colleague at TechlentChapel Hill, North Carolina, United States, United States
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Yu Liu
Colleague at TechlentBerkeley, California, United States, United States
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UF
Unionwell France
Colleague at TechlentDhaka, Dhaka, Bangladesh, Bangladesh
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YP
Yanfeng Pan
Colleague at TechlentSan Francisco, California, United States, United States
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Lu Li
Colleague at TechlentWorcester, Massachusetts, United States, United States
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YJ
Yang Jie
Colleague at TechlentChapel Hill, North Carolina, United States, United States
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YB
Yujia Bian
Colleague at TechlentQueens, New York, United States, United States
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LW
Limin Wang, Phd
Colleague at TechlentEast Brunswick, New Jersey, United States, United States
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Quick answers generated from the profile data available on this page.
Xinyan Ou works for Techlent.
Xinyan Ou is listed as Fellow at Techlent.
Xinyan Ou is based in San Francisco Bay Area, United States, United States while working with Techlent.
Xinyan Ou has worked for Techlent, Stony Brook University, and General Motors.
Xinyan Ou's colleagues at Techlent include Ben Zhang, Anli Wang, Jessie Zhong, Yu Liu, and Unionwell France.
You can use AeroLeads to view verified contact signals for Xinyan Ou at Techlent, including work email, phone, and LinkedIn data when available.
Xinyan Ou holds Doctor Of Philosophy - Phd, Mechanical Engineering from Stony Brook University.
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