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Data Scientist Intern Resume Example

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DATA SCIENTIST INTERN
Objective
2018 Summer Data Scientist Internship
Core Qualifications
  • Programming: Python, MATLAB, R, Java, Scala, PySpark, Tensor Flow, Theano, scikit-learn, Pandas, Linux, SQL, postgreSQL, pgAdmin,Hadoop, Spark,  etc
  • Machine Learning: Logistic Regression, Neural Network, Natural Language Process, Time Series Analysis, KNN, RNN, etc.
Work Experience
Data Scientist Intern05/2017 to 08/2017HalliburtonHouston, TX
  • 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 02/2015PetrochinaBeijing, China
  • 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 AustinAustin, TX3.8/4.0
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

Companies Worked For:

  • Halliburton
  • Petrochina

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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