Data Management – DII (A Momentary Look)

Posted on February 3, 2022 by Muhammad Rawish Siddiqui

Integrated Data Systems and Interoperability Overview

Planning and Analysis Phase in Data Management – DII

Plan and Analyze
- Define Data Integration and Lifecycle Requirements
- Perform Data Discovery
- Document Data Lineage
- Profile Data
- Collect Business Rules

Designing Data Integration Architecture

Interaction Models and Data Services

Design Data Integration Solutions
- Design Data Integration Architecture
  - Select Interaction Model
  - Design Data Services or Exchange Patterns

Modeling Hubs and Exchange Patterns in Data Management – DII

Model Data Hubs, Interfaces, Messages, and Data Services
Map Data Sources to Targets
Design Data Orchestration

Developing Data Integration Solutions

Building Data Flows and Migration Plans

Develop Data Integration Solutions
- Develop Data Services
- Develop Data Flows
- Develop a Data Migration Approach
- Develop a Publication Approach
- Develop Complex Event Processing Flows

Implementing and Monitoring DII Systems

Maintain DII Metadata
Implement and Monitor

Tools and Technologies for Data Management – DII

Core Data Integration Tools

Tools
- Data Transformation Engine/ETL Tool
- Data Virtualization Server
- Enterprise Service Bus
- Business Rules Engine
- Data and Process Modeling Tools
- Data Profiling Tool
- Metadata Repository

Governance and Best Practices in Data Management

Assessment, Change, and Agreements

Techniques
- Implementation Guidelines
  - Readiness Assessment / Risk Assessment
  - Organization and Cultural Change
DII Governance
- Data Sharing Agreements
- DII and Data Lineage
- Data Integration Metrics

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Muhammad Rawish Siddiqui

Master’s degree in computer science with Specialization in Software Engineering and Earned PGD in Management Information System, in addition to 45+ Online Professional Certifications.

Accumulated 20+ years’ Information Technology, Data Governance, Data Management, and Compliance related consecutive hands-on experience, possess diversified business and technical background across the Aviation, Healthcare, Investment, Education, and Construction sectors.

Engaged in Applied Research with a focus on Big Data Governance, Privacy, Security, and Compliance, resulting in the publication of numerous articles and research manuscripts in prestigious international journals, including the Journal of Sensor Networks and Data Communications, the Journal of Electrical Electronics Engineering, and the Innovative Journal of Applied Science. These works contribute practical insights and solutions to address industry challenges effectively.

Experience includes leading data governance and management initiatives, ensuring compliance with NDMO, GDPR and KSA PDPL, and implementing/improving data security, privacy, & protection.

Served in leadership capacities such as Manager – Data Management, Adjunct Faculty Member, Sr. Team Lead – Database Specialist, Sr. Team Lead Consultant, Sr. Applications DBA, Sr. Resident Consultant, and Manager Systems.

Possesses extensive expertise spanning a diverse range of platforms, tools, technologies, hardware, software, and operating systems, effectively leveraging this knowledge to address complex challenges in Data governance, security, privacy and compliance.

45+ Online Professional Certifications, which includes:
• CDMP – Certified Data Management Professional
• CDPO – Certified Data Protection Officer
• GDPR – General Data Protection Regulation Practitioner
• EDRP – EC-Council Disaster Recovery Professional
• AWS Certified Cloud Practitioner
• Oracle Enterprise Data Management Professional
• Oracle Database Cloud Certified Professional
• ITIL – Information Technology Infrastructure Library (ITSM – IT)

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