Mukul Sood – Medium

Mukul Sood

Towards Zero Carbon — GHG standards and role of Data Management and Machine Learning

“Emissions of the anthropogenic greenhouse gases (GHG) that drive climate change and its impacts around the world are growing. According…

8 min readJan 25, 2023

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Towards Zero Carbon — GHG standards and role of Data Management and Machine Learning

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Mukul Sood

Customer Data Platform — Deep Dive

Great customer experience comes from aligning data to the customer journey. This starts with defining and developing a unified customer…

5 min readDec 25, 2022

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Customer engagement lifecycle

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Mukul Sood

Federated Model for Data Governance

As Data Governance has evolved over the years, the governance models have also been changing along side. Through the years, these have been…

3 min readJul 7, 2022

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Federated Model for Data Governance

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Mukul Sood

Data Governance for Cloud Data Deployments

As the generation, processing, and consumption of data grows exponentially the governance functions and processes continue to lag behind…

6 min readApr 30, 2021

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Data Governance for Cloud Data Deployments

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Mukul Sood
in
Towards Data Science

Data Pipelines — Design Patterns for Reusability, Extensibility

Evolve data pipelines for quality, flexibility, transparency and growth

6 min readJan 17, 2021

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Data Pipelines — Design Patterns for Reusability, Extensibility

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Mukul Sood

Scaling Data Engineering — Data Quality Tech Debt

Scaling Data Engineering can not be done without addressing Quality and Trust issues due to gaps in Lineage and ripple effect of changes

6 min readAug 24, 2020

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Scaling Data Engineering — Data Quality Tech Debt

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Mukul Sood
in
Towards Data Science

Scaling Machine Learning in Real World

Why does Real World impact Machine Learning much more than usual software cycle? What is involved in the scaling journey?

7 min readJul 1, 2020

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Scaling Machine Learning in Real World

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Mukul Sood

Mukul Sood

I am a data aficionado with interest in all things related to data. I am equally interested in sharing the knowledge and experience and learning from others.

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