Xinming L. Email and Phone Number
Xinming L. work email
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Xinming L. personal email
• Data Scientist with 4 years of work experience in predictive modeling, data science and analysis plus 4 years of experience in manufacturing industry• A track record of building data-driven processes and AI/ML models for solving practical problems in electric power, environmental and manufacturing sectors• Collaborate cross-functionally and with multidisciplinary teams to deliver high-quality results in a dynamic environment• Strong ability to conduct quantitative analysis for effective data-driven decision making
Tri-State Generation And Transmission Association, Inc.
View- Website:
- tristate.coop
- Employees:
- 954
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Economist Statistician | Analytics And ForecastingTri-State Generation And Transmission Association, Inc.Littleton, Co
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Data ScientistPacific Northwest National Laboratory - Pnnl Sep 2020 - PresentRichland, Washington, United States- Led the task of developing automated data processing, and visualization functions for RC2 spatial and temporal study data. - Developed XGBoost, Random Forest models to understand the correlations between wildfires in the western US and hail in the central US.- Developed ML models to identify the influential factors of extreme precipitation.- Interpreted the output of ML models using Shaley additive explanations (SHAP).- Performed goodness of fit analyses for simulated models using gradient boosting model (GBM), generalized linear model (GLM), and random forest (RF). -
Post-Master Research AssociatePacific Northwest National Laboratory - Pnnl Aug 2018 - Sep 2020Richland/Kennewick/Pasco, Washington Area- Developed RF models to predict generators startups & shutdowns in the MISO electricity market, reduced the number of binary commitment status variables by 90%.- Developed automated data processing and query functions for the WHONDRS data package- Built a GUI using R shiny package to provide interactive visualizations and a well-structured dataset for researchers worldwide.
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Statistical Consultant At Statistical Consulting CenterUniversity Of Idaho Aug 2017 - May 2018Moscow,Id• Provided advice on statistical model selection, analysis and use of statistical programs like R, SAS etc.• Helped in the design of experiments and sample surveys• Provided hand-on assistance in some data-intensive research projects, including data entry, cleaning and analysis -
Graduate Teaching AssistantUniversity Of Idaho Aug 2016 - May 2018Moscow,Id•Assisted in grading assignments and exams of lower level Statistics course •Tutored undergraduate students at Statistics Assistance Center for statistics related courses
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Assembly Quality SupervisorCeme (Zhongshan) Co., Ltd. Aug 2014 - May 2015Zhongshan, China•Led a team of 11 Quality Control Technicians, responsible for quality control management of 12 assembly production lines•Directed the development, application and maintenance of quality standards for processes, materials and products for more than 20 product series•Developed new quality improvement strategies and updated quality data metric based on manufacturing principles, product properties and customers’ requirements
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Qa/Qc EngineerFspg Hi-Tech Co., Ltd Jul 2011 - May 2014Foshan, China•Collected and analyzed quality data to obtain actionable information to solve quality problems and improve quality management•Devised sampling procedures and designs, and developed forms and instructions for recording, evaluating, and reporting product quality and reliability data•Led the company-wide internal audit as an internal auditor in 2013, spearheaded design of the auditing procedure
Xinming L. Education Details
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Statistics
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Material Engineering
Frequently Asked Questions about Xinming L.
What company does Xinming L. work for?
Xinming L. works for Tri-State Generation And Transmission Association, Inc.
What is Xinming L.'s role at the current company?
Xinming L.'s current role is Economist Statistician | Analytics and Forecasting.
What is Xinming L.'s email address?
Xinming L.'s email address is xi****@****nnl.gov
What schools did Xinming L. attend?
Xinming L. attended University Of Idaho, South China University Of Technology.
Who are Xinming L.'s colleagues?
Xinming L.'s colleagues are J.b. Morey, Cpp, Paul Zarlingo, David S., Steve Kretzel, Timothy Floyd, Mickey Geer, Beverly Eickhoff.
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