Data Science – Dependency

Posted on March 13, 2022 by Muhammad Rawish Siddiqui

Developing Data Science Solutions

Developing Data Science solutions involves the iterative inclusion of data sources into models that develop insights. Data Science depends on:

Rich Data Sources in Data Science – Dependency

Data with the potential to show otherwise invisible patterns in organizational or customer behavior.

Information Alignment and Analysis

Techniques to understand data content and combine data sets to hypothesize and test meaningful patterns

Information Delivery in Data Science – Dependency

Running models and mathematical algorithms against the data and producing visualizations and other output to gain insight into behavior.

Presentation of Findings and Data Insights

Analysis and presentation of findings so that insights can be shared.

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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)

For further detail