LAURA LAILAURA LAI Ô: l aur al ai 2 . 0 @ g mai l . co m ∙ Ë: 2 0 2 - 6 3 1 - 8 2 9 1 EDUCATION...

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LAURA LAI : [email protected] ∙ : 202-631-8291 EDUCATION The George Washington University Washington, DC Bachelor of Science in Physics Fall 2011 – Spring 2015 SKILLS Programming Languages Python, Java, R, SQL Libraries BeautifulSoup, Matplotlib, NLTK, NumPy, pandas, Seaborn, Tweepy Software Eclipse, Jira, Git, Jupyter Notebook, RStudio, Spyder PROJECTS Apartments Web Scraper A proof-of-concept that extracts data from Apartments.com to aid in apartment hunting INTERESTS Data Visualization, Artificial Intelligence, Machine Learning, Natural Language Processing EXPERIENCE Data Science Engineer – GXM Consulting July 2018 – Present ● Devise an automated process for performance management data collection, analysis, and visualization using Python ● Instantiate and manage Google Analytics data for Army Futures Command websites to enable analyses on site performance and visitor trends ● Lead a software development project that incorporates machine learning APIs to process unstructured text Business Technology Analyst – Deloitte Consulting February 2016 – July 2018 ● Developed, tested, and implemented new features for an analytics tool using Java ● Designed and built customized dashboards incorporating R algorithms to automatically populate data visualizations ● Generated insightful data visualizations to convey analysis findings for technical and functional audiences ● Created databases from disparate data sources and performed data cleansing to optimize analysis processes ● Employed risk-based predictive techniques to create specialized models used by national security leaders to prioritize system requirements, allocate resources, and improve field operations Particle Physics Researcher – European Organization for Nuclear Research (CERN) May – August 2015 ● Wrote analysis software to reconstruct particle masses and evaluate detection efficiency for a particle detector in the Large Hadron Collider (LHC) ecosystem ● Derived and implemented an efficiency formula for particle collision simulation improving detection by 400% ● Performed statistical analysis on millions of high-energy physics events to determine the uncertainty of Higgs boson measurements

Transcript of LAURA LAILAURA LAI Ô: l aur al ai 2 . 0 @ g mai l . co m ∙ Ë: 2 0 2 - 6 3 1 - 8 2 9 1 EDUCATION...

Page 1: LAURA LAILAURA LAI Ô: l aur al ai 2 . 0 @ g mai l . co m ∙ Ë: 2 0 2 - 6 3 1 - 8 2 9 1 EDUCATION T h e G eo rg e W as h i n g t o n Un i v ers i t y W as h i n g t o n , DC B achel

LAURA LAI 📧: [email protected] ∙ 📞: 202-631-8291 

 

EDUCATION The George Washington University Washington, DC Bachelor of Science in Physics Fall 2011 – Spring 2015  SKILLS Programming Languages Python, Java, R, SQL  

Libraries BeautifulSoup, Matplotlib, NLTK, NumPy, pandas, Seaborn, Tweepy  

Software Eclipse, Jira, Git, Jupyter Notebook, RStudio, Spyder  PROJECTS Apartments Web Scraper A proof-of-concept that extracts data from Apartments.com to aid in apartment hunting  INTERESTS Data Visualization, Artificial Intelligence, Machine Learning, Natural Language Processing 

EXPERIENCE Data Science Engineer – GXM Consulting July 2018 – Present  

● Devise an automated process for performance management data collection, analysis, and visualization using Python 

● Instantiate and manage Google Analytics data for Army Futures Command websites to enable analyses on site performance and visitor trends 

● Lead a software development project that incorporates machine learning APIs to process unstructured text 

 Business Technology Analyst – Deloitte Consulting February 2016 – July 2018 

● Developed, tested, and implemented new features for an analytics tool using Java 

● Designed and built customized dashboards incorporating R algorithms to automatically populate data visualizations 

● Generated insightful data visualizations to convey analysis findings for technical and functional audiences 

● Created databases from disparate data sources and performed data cleansing to optimize analysis processes 

● Employed risk-based predictive techniques to create specialized models used by national security leaders to prioritize system requirements, allocate resources, and improve field operations 

 Particle Physics Researcher – European Organization for Nuclear Research (CERN) May – August 2015 

● Wrote analysis software to reconstruct particle masses and evaluate detection efficiency for a particle detector in the Large Hadron Collider (LHC) ecosystem 

● Derived and implemented an efficiency formula for particle collision simulation improving detection by 400% 

● Performed statistical analysis on millions of high-energy physics events to determine the uncertainty of Higgs boson measurements 

 

 

 

mailto:[email protected]
https://github.com/laurlai/apartments-scraper

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