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Data Science/machine Learning - Statistical Analysis Resume

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Campbell, CA

SUMMARY:

  • Data Analysis and Presentation - Data Modeling
  • Statistical Concepts and Implementation- Software Engineering
  • Machine Learning- Database Development

TECHNICAL SKILLS:

Analysis Tools: Python, R, Matlab

Databases: HBase, MySQL, SQLServer, Vertica, JDBC

Languages: Spark, Scala, Go, Pig, Hive, Sqoop, Java, C++, SQL, XML

Platforms: Linux, Unix, Windows, Mac

Others: Hadoop/MapReduce, HDFS, Tableau, Subversion, CVS, J2EE, Apache, Tomcat, GIS

PROFESSIONAL EXPERIENCE:

Data Science/Machine Learning - Statistical Analysis

Confidential, Campbell, CA

Responsibilities:

  • Analysis and predic-tive modeling for POC using Spark, Mllib, and Scala. Analysis and implementation of large software data systems. Performance analysis of HP Vertica vs. RDBMS. Hadoop development for systems using sqoop and hive.

Data Science/Engineering - Large data-sets/Analysis - Hive, Pig, SQL/Python/Tableau/R

Confidential, Aptos, CA

Responsibilities:

  • Recommended climate data and loaded data into HDFS/Hadoop ecosystem including HBase. Queried Hbase with Pig scripts including UDF. Analyzed climate and aircraft engine data with SQL, R, and Tableau to analyze engine performance over time. Modeled engine performance data with Erwin.
  • Proof-Of-Concept work using Hadoop technologies to show stakeholders the capabilities of Hadoop technologies. Modeled data sets with Open-Modelsphere for MySQL to compare with Hadoop datastore. Used Pig and Hive to query data and Matlab to visualize the data. Tutored college undergraduate and graduate students in Calculus, Physics, Statistics, R, and Matlab.

Data Analyst/Engineer - Statistical Analysis/Regressions/Correlations/Matlab/C++

Confidential, Sunnyvale, CA

Responsibilities:

  • Project Lead - analyzed Acoustic-Doppler-Current-Profile data with Matlab and created a data report for Marketing/Sales. Project Lead - Developed C++ software to control, communicate with, and collect data from oceanographic sensors on an autonomous ocean-going surface vehicle
  • This project integrated a magnetometer onto an ocean-going platform working with mechanical engineers, electrical engineers, manufacturing engineers, vendors, and end-user scientists.

Software Engineer - Java/SQLServer

Confidential, Monterey, CA

Responsibilities:

  • Developed software in Java for e-commerce website that included servlets and a SQLServer database.

Data Research Associate

Confidential, Moss Landing, CA

Responsibilities:

  • Developed software to collect and analyze data in C, perl, and Java. Accessed data storage types that included Relational Databases (used SQL) and NetCDF. Developed Matlab applications in support of oceanographic research for data storage, processing, analysis, and visualization. Prepared and deployed oceanographic instruments.

Data Research Associate

Confidential, Monterey, CA

Responsibilities:

  • Programmed in C to produce new mooring design tools and data analysis. Programmed in Matlab to produce new data analysis tools. Designed, prepared, and deployed oceanographic moorings and instruments. Performed data processing, analysis, and visualization in C and Matlab.

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