Pillars of Data Management
Data Governance
Expertise in Data Governance Methodologies, Skilled in building Charters, collaborating with multiple teams, advocating standards. Participated and conducted audit sessions that enhanced my skills around DG, ethical standards, and DM strategies
Data Integration
Expertise in Data Integration tools - ETL & ELT Tools for extracting various sources of data and integrating them with variety of transformations & aggregations and enrich the data to enable data-driven decision making.
Data Virtualization
Expert in building logical data models by integrating data from various sources instead of taking copies, avoiding redundancy and reduce costs by utilizing data virtualization tools like data fabric, data mesh, and marketplaces
Data Architecture
Expertise in designing data models with or without normalization, involving normal form databases and data warehousing paradigms such as SAS, AWM, DWM, and user-friendly semantic data layers. Also an expert in building semi-structured and NoSQL data layers.
Data Quality, & Security
Expert in augmenting high quality data assets by complying with standards & guidelines from the Business teams, Org's Governance councils, and IS standards.
Expertise on instituting access controls and role based access provisioning to protect data and ensure legitimate access of data.
Data Privacy & Compliance
Expert in creating and managing data assets by complying with privacy standards and guidelines shared by the Business counterparts, Partner Audit firms, Organization's Governance council teams, and Privacy & data protection regulatory Organizations such as GDPR, CCPA, SOX., etc.
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Industry Data Models
IBM MDM Customer Data Model
Expertise in designing customer data models for various industry domains, including IBM MDM customer data marts for the automotive sector.
IBM Atomic & Dimension Models for telecommunication Industry
Expertise in designing AWM, DWM models for Telecommunication Industry
GENESYS INFOMART FOR CALL CENTRES
Expertise in designing CallCentre DataMarts using Genesys Infomarts for Relational Databases.
ADOBE CAMPAIGN DATAMARTS
Expertise in designing campaign data marts using Adobe Campaign Manager Tools. Also Expert in Adobe Audience and Campaign management processes.
Cloud Data Solutions
Expertise in Building Cloud Solutions, Migrating Applications from On-Premises to Cloud Platforms
Google Cloud
Expertise in architecting application using native google cloud SAAS products, third party tools as necessary.​
The primary factors for the cloud product selection are the Availability Percentage, level of support availability, and the integration with the other infrastructure and software requirements of the Organization
Amazon Web Services
Expertise in choosing the Virtual Machines as per memory, storage & compute requirements.
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Also expert in using AWS stacks for building Integration components for augmenting data assets.
Microsoft Azure
Expertise in designing Machine Learning models using Azure ML products.
Also expert in using AutoML for quickly building predictive models as per requirements.
Worked with Azure DEVOPS tools along with GITHUB as a repository for the software code maintenance.
