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Data Modeler/big Data Architect Resume

Long Island, NY


  • Over 20 years of IT experience as Architect/Modeler/Admin/Developer
  • Hands - on experience in analysis, design, develop, testing and implementing DB/ETL Apps.
  • Solid experience with Big Data Technologies (Hadoop), Netezza Appliance (IBM PureData), Oracle
  • Performed data mining with large data sets of structured, unstructured, predictive modeling, data visualization
  • Solid data Integration (Informatica, Talend and building customized ETL/ELT Process) experience
  • Hands-on experience with data cleansing/quality, performance tuning and troubleshooting techniques
  • Good knowledge of Data warehousing concepts and techniques (Star/Snowflake schema)
  • Sound knowledge on Scripting, OLAP/BI tools, App. level DBA and deployment process
  • Excellent analytical, communication and team player skills


Big Data Technologies: Apache Hadoop distributions (Hortonworks) - Hive, Spark, Ambari, Hue Pig, Sqoop, STORM, Falcon; S3, AWS(Amazon Web Services)

Analytics Appliance: Netezza Appliance (IBM PureData)

Databases: Oracle 11g/10g2/9i, PL/SQL, MySQL, SQL Server 2005, T-SQL, MS-Access

ETLs: Informatica PowerCenter 9.0/8.6, TalenD BigData/DQ 6.2, Customized ETL ProcessBI Tools: WebFocus, BOXI, Oracle Discoverer, SQL Server Reporting Services, Crystal

Data Modeling: ER/Studio Enterprise, ERWin Data Modeler, Visio, TOAD, Aginity

Database Utilities: Export/Import, SQL Loader, Stats pack, DBMS XPLAN, Tkprof, Explain Plan

Operation Systems, Languages/GUI: UNIX/Solaris/HP-UX/Linux, Windows, Visual Studio 2005 (.NET),NET, ASP/VB 6, VB/JavaScript, HTML, XML, XSL, VBA and C/C++, OOP, MS Project

Others: SourceSafe, SVN, CVS, shell/Python Scripting, C#, ADO.NET, ActiveX, SSIS, SAS, Office Control-M, AutoSys, DCOM/MTS, ODBC, Clearquest/ClearCase, VersionOne Scrum


Confidential, Long Island, NY

Data Modeler/Big Data Architect


  • As a Big Data Engineer in all aspects of architecture, design and development, capacity planning
  • Participated logical/physical database designs (Star and Snowflake schema) using ERD tool
  • Involved database architecture reviews and created objects by following the standards and procedures.
  • Solid SQL skills (Netezza, MySQL, SQL Server etc) and well versed in Python and Unix Shell scripting
  • Performed Data Mining with large data sets of Structured and Unstructured Data, Data Validation, Predictive Modeling, Data Visualization and Software Development.
  • Secondary DBA for 2 Netezza Appliances and handled Users/Groups/Resource allocation/notification.
  • Administrated Backup, Groom and Stats in high availability env. with no maintenance window.
  • Involved maintaining jobs in7 job servers (~200 jobs), Daily/Houlry/15 Minutes frequency (~900 Iteration)
  • Performed tuning/optimization and monitoring using pglog/nzAdmin and worked with IBM for issues.
  • Created Stored Procedures and tested for ETL/ELT process; Views for other groups to access.
  • Created details level design documents and mapping document for ETL process.
  • Development and maintenance of ETL jobs for ODS and DW projects; Admin activities using TAC
  • Created ETL jobs to build Fact/Dimensions, Aggregated Facts, JobLets/Sub-Jobs to accommodate processes.
  • Played key role to decide Big Data/Hadoop by working with IBM/HortonWorks/Cloudera
  • Prepared comparison charts for Hadoop implementation (hardware/data nodes) and involved RFP preparation.
  • Participated Hadoop POC preparation for DOCSIS process and worked with vendors to setup env.

Environment: Hadoop (Hortonworks) - Hive, Spark, Ambari, Sqoop, AWS, Netezza 7.2, TalenD TIS 6.2, Oracle 11g2, MySQL, ERWin Data Modeler, Aginity, PuTTy, shell/Python Script, SVN¸ and UNIX/LINUX

Confidential, NYC, NY.

ETL Consultant


  • Collected requirements from gathering sessions and reviewing requirements with end users.
  • Designed/created logical/physical database relational model (Star and Snowflake schema) using ERD tool
  • Participated database architecture reviews and created design by following the standards and procedures.
  • Created database objects, PL/SQL package, Stored Procedures, test and debug using Oracle11g and TOAD
  • Created details level design documents and mapping document for development purpose.
  • Performed development and maintenance of application; design and architecture review
  • Created Informatica mappings using transformations and Filter, Aggregator and Normalizer.
  • Created Mapplets/Sessions/Workflows and automated shell script to execute WorkFlows; AutoSys.
  • Performed tuning and optimization, data validation process with business community
  • Reviewed of the detail design and construction of the project; documented the findings and gaps.
  • Coordinated with onshore and offshore development and QA teams

Environment: Informatica 9.0.1, Oracle 11g2, PL/SQL, TOAD for Oracle 10.6, ERWin Data Modeler OLAP, SharePoint, VersionOne, CVS, TortoiseCVS¸ WinSCP/PuTTy and Windows 7/UNIX

Confidential, NYC, NY

ETL/Data Integration Consultant


  • Implemented ETL to integrate spend data for opportunities/awards/contracts/Grants using Talend/scripts.
  • Designed/created dimensionally modeled database both Star schema and Snowflake schema
  • Developed PL/SQL package and stored procedures and tested using Oracle11g and TOAD.
  • Performed data cleansing/profiling/stewardship activities and loaded conformed dimensional data for facts and measures by extract, transferred data, debugging and analyzing issues, reconciliation to validate
  • Used common/advanced components like tMysqlOutputBulk/Exec, tOracleSCD
  • Designed and implemented tracking, logging/error handling mechanism and email notifications
  • Improved performance using Parallel processing, partition and database partitioning, sorting
  • Created deployments, scheduled jobs using shell Script/crons; published data for various Web App./portals
  • Maintaining users/rules/repositories using Admin Console; monitored jobs, setup notifications

Environment: Oracle 11g, Oracle AWM, PL/SQL, TOAD, MySQL 5.5, MySQL WorkBench, Talend Open Studio 5.1/Integration Suite 5.1, ERWin Data Modeler, SVN(Subversion), ToolKit/PuTTy, Java, Windows/UNIX/Linux

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