Linlin Zhang Email and Phone Number
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PhD in Statistics and 6 years of industry experience in data science. I have led and worked on diverse projects related to statistical inference, time series forecasting, statistical and machine learning modeling. My interests focus on applied statistics, Bayesian statistical research, machine learning
Exxonmobil
View- Website:
- exxonmobil.com
- Employees:
- 64273
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ExxonmobilHouston, Tx, Us
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Senior Data ScientistExxonmobil Jul 2018 - Feb 2021Us- Provided mentoring, guiding, training and consulting across research and engineering teams- Backend support for a fuel blending platform to help refineries monitor blending performance- Led statistical data analysis and machine learning modeling to solve specific business problems- Collaborated with research and engineering teams to facilitate deployment of analytics solutions
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Data ScientistSchlumberger Oct 2015 - Jul 2018Houston, Texas, Us- Developed data-driven approaches (using machine learning techniques) to predict equipment failures by leveraging large sets of data collected from equipment's sensors- Built GUI with Python to monitor equipment health- Sustained machine learning models for identifying anomalies in equipment -
Research StaffRice University Jun 2015 - Aug 2015Houston, Tx, UsBayesian Modeling of multi-subject fMRI data: developed quantitative models to identify brain activation in response to different stimuli -
Doctoral Research AssistantRice University Jan 2011 - May 2015Houston, Tx, UsBayesian nonparametric modeling to high-dimensional data such as functional neuroimaing data---- Developed a wavelet-based Bayesian nonparametric regression model for the analysis of functional magnetic resonance imaging (fMRI) data, with the goal to detect the activated brain regions in response to external stimuli and infer the association (or clustering) of spatially remote voxels that exhibit fMRI time series with similar characteristics; used Markov Chain Monte Carlo (MCMC) sampling techniques that combine Metropolis-Hastings schemes employed in Bayesian variable selection with sampling algorithms for nonparametric Dirichlet Process (DP) models---- Bayesian nonparametric modeling of multiple-subject fMRI data implemented by MCMC algorithm and variational Bayesian inference
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Research AssistantDepartment Of Biostatistics, Ut Md Anderson Cancer Center May 2011 - Aug 2011Houston, Tx, UsInvolved in two collaborative projects:---- Categorical data analysis: performed longitudinal and cross-sectional analysis (used t tests, Chi-squared tests, McNemar's tests, logistic regression model) to explore MR imaging appearance and natural evolution of Disuse Osteopenia.---- Spatial data analysis: used variable selection techniques to reduce the data dimension, and applied geographically weighted regression model which regards the regression coefficients or effects of covariates as location-dependent, to reveal the effects of socio-economic covariates on construction costs across the continental US states, plotted the location-dependent effects and residuals with R package "ggplot2". -
Junior Statistician InternPpd Jan 2010 - May 2010Wilmington, Nc, UsAssisted higher level statisticians and programmers in drafting table mockups, clinical studyreport, and SAS programs informal review, etc
Linlin Zhang Skills
Linlin Zhang Education Details
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Rice UniversityStatistics -
East China Normal UniversityStatistics
Frequently Asked Questions about Linlin Zhang
What company does Linlin Zhang work for?
Linlin Zhang works for Exxonmobil
What is Linlin Zhang's role at the current company?
Linlin Zhang's current role is Senior Data Scientist | Statistician.
What is Linlin Zhang's email address?
Linlin Zhang's email address is lz****@****ice.edu
What schools did Linlin Zhang attend?
Linlin Zhang attended Rice University, East China Normal University.
What skills is Linlin Zhang known for?
Linlin Zhang has skills like R, Matlab, Statistics, Latex, Data Analysis, Sas, Python, Mathematical Modeling, Algorithms, Data Mining, Spm8, C/c++.
Who are Linlin Zhang's colleagues?
Linlin Zhang's colleagues are Eszter Molnár, Emanuel Cornelsen, María Celeste Tanferna, Benjamin Petrus, Kulwadee Ratanapornmongkhon, Prerna V Nagpal, Jeff Spalter.
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