Data Scientist Intern Resume Example
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DATA SCIENTIST INTERN
Objective
2018 Summer Data Scientist Internship
Core Qualifications
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Work Experience
Data Scientist Intern05/2017 to 08/2017Carpenter TechnologyLatrobe , PA
- Built novel deep learning models to predict rock Petrophysics (Python, Tensor flow, scikit-learn, SQL)
- Evaluate performance of seven machine learning algorithms to solve regression problems
- Use logistic regression for pore type classification and synthetic oversampling to solve unbalanced label problems
- Use principal component analysis for feature extraction
- Patents under review & Related Publications under preparation
Data Scientist Intern02/2014 to 02/2015Carpenter TechnologyPhiladelphia , PA
- Use fuzzy logic to process 7 features and 10K production data for well production prediction (MATLAB, SQL, SPSS)
- Compared to physical model, running time is reduced by 2%, achieve 85% accuracy Heavy oil production optimization
School Project
Scanning Electron Image Analysis (Python, Tensor Flow, Spark, SQL)Micro-scale image analysis using convolutional neural network and Optical Character Recognition. Reconstruct micro-scale rock structure using Statistical Models and graph theory
Education
Ph.D.: Petroleum Engineering05/2019The University of Texas at AustinCity, State3.8/4.0
Petroleum Engineering07/2011China University of PetroleumNational Scholarship (Top 1%) 3.8/4.0
Selected Leadership
present-07/2016: IT Vice President of UT PGE Chinese students and scholars associate (UT-PGECH)
01/2014-09/2012: President of Culture Affairs Department of RIPED
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Resume Overview
School Attended
- The University of Texas at Austin
- China University of Petroleum
Job Titles Held:
- Data Scientist Intern
Degrees
- Ph.D. : Petroleum Engineering 05/2019
Petroleum Engineering 07/2011
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