Mukul SoodProblem Diagnosis and Constraints Analysis for Ads Supply Side Provider — Supply OptimizationIn the highly competitive digital advertising ecosystem, maximizing Ad supply efficiency is critical for both revenue generation and…Sep 18Sep 18
Mukul SoodTowards 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…Jan 25, 2023Jan 25, 2023
Mukul SoodCustomer Data Platform — Deep DiveGreat customer experience comes from aligning data to the customer journey. This starts with defining and developing a unified customer…Dec 25, 2022Dec 25, 2022
Mukul SoodFederated Model for Data GovernanceAs Data Governance has evolved over the years, the governance models have also been changing along side. Through the years, these have been…Jul 7, 20221Jul 7, 20221
Mukul SoodData Governance for Cloud Data DeploymentsAs the generation, processing, and consumption of data grows exponentially the governance functions and processes continue to lag behind…Apr 30, 2021Apr 30, 2021
Mukul SoodinTowards Data ScienceData Pipelines — Design Patterns for Reusability, ExtensibilityEvolve data pipelines for quality, flexibility, transparency and growthJan 17, 20211Jan 17, 20211
Mukul SoodScaling Data Engineering — Data Quality Tech DebtScaling Data Engineering can not be done without addressing Quality and Trust issues due to gaps in Lineage and ripple effect of changesAug 24, 20201Aug 24, 20201
Mukul SoodinTowards Data ScienceScaling Machine Learning in Real WorldWhy does Real World impact Machine Learning much more than usual software cycle? What is involved in the scaling journey?Jul 1, 2020Jul 1, 2020