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Data Quality Governance

Location:
Monmouth Junction, NJ
Salary:
250
Posted:
October 05, 2023

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Resume:

PRASAD ALLA

** *** **, **** ********* New Jersey 08816

adz55t@r.postjobfree.com / 732-***-**** (Mob/Text)

SUMMARY

Have about 15+ years of consulting experience in lead roles driving work streams focusing on, but not limited to, data standards, data integration, data quality, data architecture, data quality management, metadata management, data loading and data visualization & analytics for BI & data governance.

Expertise and core strengths in Conceptual, Semantic, Logical & Physical Data Modeling.

Heavily used all three major modeling tools … ERWin, Embarcadero ER/Studio & Sybase Power Designer.

Designed the Relational (OLTP) and Dimensional database models using Star Schema and Snowflake Schemas (OLAP and ROLAP) applying Kimball methodologies.

Exposed hands-on with latest technology stack of bigdata, modeling the structured database in Hadoop and target reporting database schemas in the columnar databases such as Sybase IQ.

Architecting cloud-based solutions.

Well versed in SQL programming & fine-tuning databases.

Developed and delivered long-term strategic goals for application architecture, data architecture, data analytics, reporting, and data governance in conjunction with key stakeholders

Used application architecture skills to assist in strategic planning and technical data design activities while driving business priorities.

Knowledgeable in designing and constructing data architectures, operational data stores, and data marts.

Translated strategic requirements into usable enterprise information architecture, which may include an enterprise data model, associated metamodel, common business vocabulary to be used to guide enterprise solution development and achieve consistency of information assets across the application portfolio.

Expertise in business analysis, data analysis, project planning, design, development, testing and implementation of end to end data warehouse solutions.

Adept in conducting needs analysis, evaluating end-user requirements, and custom designing solutions to complex application development projects, facilitating JAD sessions.

Able to communicate effectively with the development teams, business clients and sr. management at all levels.

Possesses excellent communication and interpersonal skills with a proven track record of ability, adaptability, creativity and innovation along with demonstration of very strong technical and managerial skills and while successfully leading teams to strict project deadlines.

Provided comprehensive solutions to IT concerns such as Speed to Market, Data Quality and Data Centralization.

Industry experience includes Brokerage, Finance, Telecom, Government and Insurance.

TECHNICAL SKILLS:

ERWIN, ER Studio 9.1.x, Sybase Power Designer 15.3, BIGDATA, Hadoop, Hive, AWS Redshift & Aurora, SnowFlake, Vertica 7, Sybase,, Oracle 11g, PL/SQL, SQL Developer, Toad for Oracle 7.x, MS SQL Server 2008/2005/2000, TSQL, SSIS, SSAS, SSRS, MS Access 2002, Teradata V15, DB2 V9, UDB, DB2 LUW 9.2, COBOL with embedded SQL, Mainframe Tools, DataStage 7.5 / 5, Informatica 6.x, Cognos 8 & 7, SAP Business Objects XI R 3.1

EDUCATION

MS - Masters in Computer Applications (MCA) with Distinction and College Topper 1992-1996

Osmania University, Hyderabad, Andhra Pradesh, India

BS - Bachelor of Computer Science (B.Sc. Computers) with Distinction 1989-1992

Nagarjuna University, Vijayawada, Andhra Pradesh, India

MISCELLANEOUS

Work Authorization: US Citizen

PROFESSIONAL SUMMARY:

01/2016 – To Date Sirius XM, New York

ENTERPRISE DATA ARCHITECT / MODELER

Involved with the initiative of creating a BI Analytics solution of Event data to provide insights of the customer Journey, Subscriber Lifecycle, Deep Discount Purchases and showing the events that lead to it.

Responsible for data modeling and to set the standards and create a central repository of all the model’s information.

Established data modeling standards, naming conventions, abbreviation list & data type mapping between various environments plus kept a close watch on the progress and educated the developers whenever the model standards have been compromised.

Manage the central Naming Standards file for abbreviation in Mart Admin on ERWin WorkGroup Server.

To ensure existing data/information assets are identified, stewarded and leveraged across the enterprise.

To review, verify and approve the Conceptual and Logical data models done by the owner teams for modeling standards, naming convention and properly defining all objects and relationships.

To convert the Logical models into Physical models, and generate the delta or forward engineer DDL script, and execute in the database.

Currently working on data warehouse migration from TD/ Vertica to SNOWFLAKE and Marketing database on to AWS Redshift & Aurora.

Environment includes AWS Redshift & Aurora,Sowflake, Vertica 7, Teradata 15, Informatica & ERWin 9.64 and recently upgraded to ERWin Workgroup Edition R2.

11/2014 – 12/2015 Goldman Sachs, Jersey City, New Jersey

ENTERPRISE DATA ARCHITECT / MODELER - PWM

Involved with the PWM group’s initiative of creating a BIGDATA data warehouse of information to be fed in to the Enterprise data lake of GS, while replacing some legacy systems plus cleansing and retiring unused data to provide quality feeds to the consumer systems with much faster speed.

Created Account, Product, Reference data, Portfolio & Performance subject areas mapped from various feeds such as CPDB, IPR, All Products, Prime & AMS/AMR. Did gap analysis with the data requirements of downstream consumer systems such as Digital, Strats &MIS.

Created the data models for Raw, Refined and Curated stores hosted in Azure Sqlserver.

Modeled the entities and worked with the developers in creating the required DataStreams to dump the Source extracts in to Raw Store, then creating Manifests to ingress data from Raw to Refined Hadoop DFS store and egress from there to the Curated store on Sybase IQ.

Worked on home grown service layer framework called PURE, to create the JSON’s of all the modeled entities and data store definitions and JSON to Store mappings.

Managed the PURE structures, data models (Conceptual, Logical & Physical) and the data dictionary using Sybase Power Designer 15.3, Aqua Data Studio, Astah Professional, Excel & Perl Scripts.

Used HIVE queries to check the data stores and data population. Applied partitioning strategy with in BIGDATA Hadoop store using the concept of Cluster Replacement trick.

Spark was used to create computes or more complex transformations within the refined store, and to support that base entities were replicated as compute entities with add on attributes within the Refined store.

11/2011 – 10/2014 Federal Reserve Bank, New York

ENTERPRISE DATA ARCHITECT / MODELER / GOVERNANCE – Markets Group

Worked as a member of the Data Engineering team, to help the Markets group with multiple efforts in creating new analytical and data warehouse systems and metadata management.

Responsibilities of this position included:

Responsible for technical data governance, enterprise wide data modeling and database design.

Define data/information architecture standards, policies and procedures for the organization, structure, attributes and nomenclature of data elements, and apply accepted data content standards to technology projects.

Facilitate consistent business analysis, data acquisition and access analysis and design, Database Management Systems optimization, archiving and recovery strategy, load strategy design and implementation, security and change management at the group level.

To ensure existing data/information assets are identified, stewarded and leveraged across the enterprise.

To review, verify and approve the Conceptual and Logical data models done by the owner teams for modeling standards, naming convention and properly defining all objects and relationships.

To convert the Logical models into Physical models, and generate the delta or forward engineer DDL script, and execute in the database.

To administer and manage the users and privileges on ER/Studio Data Architect tool & Portal Repository server.

Manage the repository server and all projects to follow the best standards and to keep them in sync with Prod.

Manage and maintain the Naming Standards Template (NST file), with new changes being applied.

Deal with the vendor Embarcadero in resolving the issues with the modeling tool or the portal refresh issues, and adding more productive macros to the tool to resolve some challenges with managing the metadata, such as enabling the tool to produce Comments DDL even on the views, as demanded by the users who only have access to views.

Create /modify macros in the ER/DA tool to generate more user-friendly reports in aiding the creation of the business glossary document in the format requested by business.

Worked on a POC to enable enterprise wide metadata management using the ER/DA tool and their Metadata Meta Bridge, to integrate the ETL metadata, Data Lineage information and the BI Spotfire metadata.

Worked on POC’s to Cloud enable some applications.

02/2011 – 11/2011 HSBC, 452 5th Ave., New York

ENTERPRISE DATA ARCHITECT - PWM

Worked for Pvt. Bank Group of HSBC - a global investment bank, located in NYC – midtown, as an Application/Data Architect to help manage their enterprise data over time and to ensure its integrity, quality, and accuracy from both OLTP and Data-warehousing/Business Intelligence perspectives.

Responsibilities of this position included:

Ensure that current and anticipated business user reporting needs are fulfilled.

Help develop and review data models and contribute to the successful development of IT projects.

Develop strategies for business intelligence, analytics, and enterprise reporting.

Ensure that the data architecture and solutions are compliant with standards and regulations.

Align data architecture with Global business.

Architect complex universes depicting business view using SAP Business Objects.

07/2010 – 01/2011 MORGAN STANLEY SMITH BARNEY, 1 NYC Plaza, New York

ENTERPRISE DATA ARCHITECT

The role & tasks of the Morgan Stanley’s enterprise data architecture team were…

Perform analysis to determine information requirements.

Analyze data models to ascertain functionality.

Assist with development and ongoing maintenance of data modeling environment.

Participate in development of core application and data warehouse data models.

Work with application developers to map process models to data models.

Perform logical and physical OLAP / OLTP schema design.

Reverse engineer and document existing databases.

Design and guide the implementation of process flows.

Provide modeling assistance to developers; both conceptual and technical.

During my tenure I’ve taken up several ad-hoc requests for Data Model enhancements along with couple of full model designs, and have modeled using ERWin 7.3 for DB2 V9, UDB, and Teradata 12 & SQL Server 2005. The main models I’ve created are a new OLAP system in Teradata added to the Enterprise Data Warehouse system to support “Treasury International Reporting” for foreign holdings and foreign accounts along with their REPO data, done for Regulatory & Compliance Reporting group, and another model in DB2 to support “Consolidated Year End Summary Statement” for the Individual Retirement Group in Reference Data model plus enhanced the existing REPO model with additional changes as requested by the business user group.

09/2008 – 06/2010 MERRILL LYNCH / BANK OF AMERICA, Hopewell, NJ

DATA MODELER / ANALYST / ARCHITECT (OLTP)

Merrill’s Statements & Tax Reporting technologies have major revamp in its data storing standards by moving relational from VSAM to DB2. I’ve been thoroughly involved with this gigantic move from scratch analyzing the existing data structures, storage & processing methodologies and identifying the various elements to be retained and transformed, while retiring the unnecessary & redundant information along the way.

The statements system creates both Consolidated (Summary and details of all annual transactions) and Supplemental (Summary and details of Fixed Income data) statements for the customers. The tax reporting piece generates several regulatory tax reports to be filed with Federal and State agencies.

For both mainframe DB2 Z/OS & Oracle 10G database systems, created Conceptual, Logical & Physical models for various subject areas each covering around 8 to as many as 50 entities.

Created materialized views for rendering aggregate data, to speed up the performance. Created complex views to support the reporting needs.

Created a clone database for all reference tables in MS Access, using the generated DDL from ERWIN. Helped the development team by creating & managing a master look up reference database in Access tables, and load the same to development environment using the Query Scripts & Link tables feature of Access. Used the same approach to manage developer’s data transfer needs between DEV, QA & PROD environments on Ad-hoc basis, where exclusive load/unload jobs do not exist.

Developed and tuned lot of Queries for Views, Developers and Stored Procedures, taking advantage of Graphical Explain properties of the Toad.

Developed & fine-tuned a new project in Oracle PL/SQL Packages and Procedures using the features of collections, indexed global temp tables etc. for rewriting the existing mainframe based Annual IRS & State Reporting with too many cumbersome jobs and no flexibility for the business users to trigger the jobs.

Prior Experience:

As an Independent Consultant...

NYCBOE, Brooklyn, NY Data Modeler / Analyst / Architect (OLTP & OLAP) 2005 - 2008

FDIC / Accenture, Washington DC Data Modeler / Analyst / Architect (OLTP & OLAP) 2003 - 2005

Verizon Wireless, Warren, NJ Data Modeler / Technical Developer 2002 – 2003

Pershing, Florham Park, NJ Data Analyst, Web Enable Legacy Systems 1998 – 2002

CompuSystems Consulting, Troy, MI (Consultant on DB2 & Mainframe Technologies) 1996 – 1998

MCI / ACCENTURE / COMSYS, Chantilly, VA Project: MCI Local Billing

BANK OF NEWYORK, NY Project: Y2K Analysis & Modifications

CITI CARDS UCS, Jacksonville, FL Project: Event Manager & Campus Card Project

K-MART International HQS, Troy, MI Project: Item Reorg on IMS DB

India 1996 – 1996

Selective Insurance, USA / Satyam Computers, Hyderabad, India

CSX Rail Road Project, USA / Sriven Computer Solutions, Hyderabad, India

Aquaculture Information System, National Remote Sensing Agency (NRSA), Hyderabad, India



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