Sharing my journey of data transformation, pre-sales and professional services management

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Enterprise Data Transformation

Customer Centric data transformation: Improving size availability at stores leads to 25% additional sales.

Customer Centric data transformation: Improving size availability at stores leads to 25% additional sales.

Principles for Value-Driven and Customer-Centric Transformation: Every unsold product due to size unavailability is a missed opportunity and a direct hit on your bottom line.

Why did I leave IT services? and why I do not regret it.

Why did I leave IT services? and why I do not regret it.

A lot of people talk about business people being data-driven and AI literate. However, I believe the more important issue is that data professionals need to become business-savvy.

How Do You Know If You Need a Data Strategy? Ask These 5 Questions.

How Do You Know If You Need a Data Strategy? Ask These 5 Questions.

These five questions are not merely a self-assessment tool; they are a strategic compass, guiding executives towards the successful integration of data into the very fabric of their business.

Dear Data Leaders, someone else’s cool AI project doesn't make your project less valuable.

Dear Data Leaders, someone else’s cool AI project doesn't make your project less valuable.

Someone else’s cool AI project doesn’t make your project any less valuable. Don’t let the constant stream of exciting projects and advancements make you doubt your own vision. Keep moving forward and trust in your own unique approach.

Why is a data project delivering valuable insights for users still get failed?

Why is a data project delivering valuable insights for users still get failed?

Most of the newly generated insights are not integrated with the business process but are made available as a BI dashboard. Use these SaaS tools to quickly operationalize AI models and any other insight for maximum impact and ROI, check the adoption, and iterate quickly.

How to measure and communicate the ROI of data initiatives in your company?

How to measure and communicate the ROI of data initiatives in your company?

I have seen many successful data leaders develop a value dashboard that compile and the track all ROI information and KPIs that are being impact by data projects. The main idea is to basically try to translate the data work they do into dollars and time saved.

What is Metric Layer? Why is it increasingly becoming a part of the modern data stack?

What is Metric Layer? Why is it increasingly becoming a part of the modern data stack?

A system providing a standard and consistent set of definitions of metrics on top of the data warehouse.