Raj Patel 000.555.1212 Providence, Rhode Island www.portfoliolink email@example.com
Big Data Engineer
Designer, builder and manager of Big Data infrastructures
A collaborative engineering professional with substantial experience designing and executing solutions for complex business problems involving large scale data warehousing, real-time analytics and reporting solutions. Known for using the right tools when and where they make sense and creating an intuitive architecture that helps organizations effectively analyze and process terabytes of structured and unstructured data.
Data Warehousing Proven history of building large-scale data processing systems and serving as an expert in data warehousing solutions while working with a variety of database technologies. Experience architecting highly scalable, distributed systems using different open source tools as well as designing and optimizing large, multi-terabyte data warehouses. Able to integrate state-of-the-art Big Data technologies into the overall architecture and lead a team of developers through the construction, testing and implementation phase. Databases and Tools: MySQL, MS SQL Server, Oracle, DB2, NoSQL: HBase, SAP HANA, HDFS, Cassandra, MongoDB, CouchDB, Vertica, Greenplum, Pentaho and Teradata. Data Analysis Consulted with business partners and made recommendations to improve the effectiveness of Big Data systems, descriptive analytics systems, and prescriptive analytics systems. Integrated new tools and developed technology frameworks/prototypes to accelerate the data integration process and empower the deployment of predictive analytics. Working knowledge of machine learning and/or predictive modeling. Tools: Hive, Pig and Hadoop Streaming, MapReduce, R, SPSS, SAS, Weka, MATLAB. Data Transformation Experience designing, reviewing, implementing and optimizing data transformation processes in the Hadoop and Informatica ecosystems. Able to consolidate, validate and cleanse data from a vast range of sources – from applications and databases to files and Web services. Tools: Ascential Software's DataStage and Informatica Corp.'s PowerCenter RT; Pentaho Kettle, DataStage, SSIS, and Scripting; Linux/UNIX Commands. Data Collection Capable of extracting data from an existing database, Web sources or APIs. Experience designing and implementing fast and efficient data acquisition using Big Data processing techniques and tools. Tools: APIs and SDKs, RESTful Interfaces
RI Cablevision 2012 to present Data Architect/Big Data Engineer Attained 20% growth in revenue and customers over the last two years by analyzing business needs, collaborating with stakeholders and designing a new data warehouse. Then, successfully lead several data extraction, warehousing and analytics initiatives that reduced operating costs and created customized programming options. Highlights:
- Designed a large data warehouse using star schema, flow-flake. View my tips on SlideShare (insert link)
- Designed and developed Big Data analytics platform for processing customer viewing preferences and social media comments using Java, Hadoop, Hive and Pig.
- Integrated Hadoop into traditional ETL, accelerating the extraction, transformation, and loading of massive structured and unstructured data. Read my ETL whitepaper (insert link)
- Loaded the aggregate data into a relational database for reporting, dash boarding and ad-hoc analyses, which revealed ways to lower operating costs and offset the rising cost of programming.
Election Data Services 2010 to 2012 Data Architect/Big Data Engineer Helped this pollster gain credibility and garner a reputation for reliable predictions by creating a Big Data framework and deploying tools to capture, transform, analyze and store terabytes of structured and unstructured data. Highlights:
- Installed and configured Apache Hadoop, Hive and Pig environment on the prototype server.
- Configured SQL database to store Hive metadata.
- Loaded unstructured data into Hadoop File System (HDFS).
- Created ETL jobs to load Twitter JSON data and server data into MongoDB and transported MongoDB into the Data Warehouse.
- Created reports and dashboards using structured and unstructured data.
Cutting Edge Data Management Solutions 2006 to 2010 Data Engineer Database and Enterprise Architect Responsible for the architecture and design of the data storage tier for this third-party provider of data warehousing, data mining and analysis. Bank of New England, Data Warehouse Developer 2004 to 2006 Built business intelligence infrastructure to support the acquisition and maintenance of private banking customers including the storage and retrieval of market intelligence and the execution of predictive and prescriptive analytics. Additional Experience in Computer Programming and Database Administration 2000 to 2004
Education and Training
Brown University, Bachelor’s Degree in Computer Science and Mathematics Big Data University, Hadoop and SQL Training Kimball Group, ETL Architecture Training Courses TDWI, Courses in Data Warehousing and Architecture For a complete list of training courses, work experience and tools visit (insert link to personal website here)