Identified Expertise

  1. Process Management6
  2. Data & Analytics1
  3. Strategy & Architecture1
  4. Talent Management & Performance1
  5. Engineering1

Content Himanshu is Following

What do you trust more and are implementing today - Multi-factor authentication or single-sign on ?

Identity & Access Management (IAM)

Multi-factor authentication

Single-sign on

Both

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How much time do you spend evaluating vendors each week? E.g. Reading up, having phone calls and demos etc. 

Strategy & ArchitectureFinancial Management

<1hr

1-3hrs

3-5hrs

>5hrs

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If there is a gap in what stakeholders expect of a D&A project/initiative and what you had planned, what do you do? How do you determine if the expectations need to be adjusted or if the project itself needs to be re-worked to better meet those expectations?

Data & AnalyticsProcess Management
Himanshu ShahSenior Directora year ago

Ultimately the decision will be based on expected ROI and outcome. Sometimes we can’t adjust expectations, for example compliance related projects. In that case, we need to rework the project to meet expectations

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Could you please give me some examples about where are you building and deploying your data products? Background of the question is to understand if data products are deployed on top of existing D&A components (e.g. Azure Data Lake, Databricks, SAP Datasphere, etc.) OR is there any specific platform or tailor-made solution.

Data & AnalyticsStrategy & Architecture
Himanshu ShahSenior Directora year ago
We use AWS Redshift to publish data products for consumption, we ingest, process, DQ, transform and aggregate in s3 prior to publishing. In past, we have built and published data products in Databricks, Snowflake and AWS ...read more
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