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Kumar Singh

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Kumar Singh

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Kumar Singh is a Research Director with SAPinsider, focused on supply chain research area. He has more than a decade of hands-on experience in supply chain and operations analytics. Over a decade of industry experience, he has worked across multiple industries, helping companies set up analytics centers of excellence. Post his industry experience, Kumar also did a stint in external consulting as a data science consultant with Boston Consulting Group (BCG) before joining SAPinsider. Kumar holds an MSc. in AI from Liverpool John Moores University, a Masters in Supply Chain from The Ross School of Business at The University of Michigan, Ann Arbor, an MBA in Operations Management from IIT Roorkee, India, and an undergraduate degree in Electrical engineering. He is ASCM CPIM, CSCP and CLTD certified, CPSM certified by ISM, and holds the PMP certification from PMI. He is also an AWS-certified Machine Learning Specialist, Microsoft certified in Azure AI fundamentals, Azure data fundamentals, and Azure IoT developer specialty. He can be reached at kumar.singh@sapinsider.org.

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Explore all posts by Kumar Singh

  • Creating Value Through End-to-End Supply Chain Planning

    Published: 15/May/2023

    Reading time: 6 mins

  • Process Productivity and Efficiency Through Process Automation and Process Intelligence

    Published: 02/May/2023

    Reading time: 2 mins

  • Business Intelligence Supply Chains

    Evolving Business Intelligence in Supply Chains

    Published: 05/April/2023

    Reading time: 2 mins

  • Vegas Event image

    SAPinsider Vegas Pre-Conference: RISE with SAP Session

    Published: 24/March/2023

    Reading time: 2 mins

  • Combining Visibility with Analytics in Supply Chains

    Published: 24/March/2023

    Reading time: 2 mins

  • Business Intelligence Supply Chains

    SAPinsider Vegas 2023 Session: Extending SAP IBP Capabilities with AI

    Published: 24/March/2023

    Reading time: 3 mins

  • Warehouse Sustainability

    Sustainable Warehouses Through AI and Analytics

    Published: 17/March/2023

    Reading time: 3 mins

  • Mobile Barcoding

    Mobile Barcoding in Warehousing

    Published: 17/March/2023

    Reading time: 3 mins

  • Process Automation Transportation

    Process Automation in Transportation

    Published: 17/March/2023

    Reading time: 2 mins

  • Generative AI

    Generative AI for Supply Chain Data Management

    Published: 10/March/2023

    Reading time: 5 mins

  • Platform

    Integrating Analytics and Automation for Supply Chain Resiliency

    Published: 09/March/2023

    Reading time: 5 mins

  • Inventory APAC

    Inventory Management and Optimization Research- APAC Derivative

    Published: 08/March/2023

    Reading time: 1 mins

  • SAP IBP

    SAP IBP 2302 Release Enhancements

    Published: 03/March/2023

    Reading time: 2 mins

  • SAP TM

    Minimizing Route Optimization Run Times in SAP TM

    Published: 02/March/2023

    Reading time: 3 mins

  • Building Resilient and Agile Supply Chains Leveraging Data, Analytics and Automation

    Published: 28/February/2023

    Reading time: 3 mins

  • Inventory Management and Optimization Benchmark Research Report

    Published: 27/December/2022

    Reading time: 2 mins

  • Inventory Accuracy

    Building Foundation for Inventory Management

    Published: 18/November/2022

    Reading time: 3 mins

  • Inventory Accuracy

    Is Your Inventory Strategy a Bottleneck?

    Published: 18/November/2022

    Reading time: 2 mins

  • Advanced Analytics Inventory

    Pairing Data and Analytics for Inventory Management

    Published: 18/November/2022

    Reading time: 2 mins

  • Integrating and Automating

    On-Demand – Executive Roundtable | Supply Chain Trends: Top Challenges and Actionable Insights for Leaders

  • Data Management Inventory Management

    Data Management for Robust Inventory Management

    Published: 04/November/2022

    Reading time: 3 mins

  • Inventory Accuracy

    Inventory Accuracy: The Struggle With the Fundamentals

    Published: 04/November/2022

    Reading time: 1 mins

  • Advanced Analytics Inventory

    Advanced Analytics Requirement in Inventory Management

    Published: 04/November/2022

    Reading time: 4 mins

  • PA SCM Research Report

    Process Automation in Supply Chain APAC Derivative

    Published: 31/October/2022

    Reading time: 2 mins

  • Agent Based Modeling

    Understanding Agent Based Modeling

    Published: 21/October/2022

    Reading time: 2 mins

  • Value Based Supply Chain Analytics

    Value Based Supply Chain Analytics Through Solution Integration

    Published: 21/October/2022

    Reading time: 5 mins

  • Bullwhip Effect

    Measuring the Bullwhip Effect

    Published: 21/October/2022

    Reading time: 3 mins

  • Manufacturing Execution Systems

    Critical Role of Manufacturing Execution Systems (MES)

    Published: 18/October/2022

    Reading time: 3 mins

  • Digital Twin Stack

    Building the Digital Twin Stack

    Published: 18/October/2022

    Reading time: 3 mins

  • Maslow’s Hierarchy for Digital Transformation

    Published: 12/October/2022

    Reading time: 3 mins

  • Mobility Warehouse

    Mobility Solutions in Warehouse Management

    Published: 07/October/2022

    Reading time: 6 mins

  • AIoT and Simulation

    Combining AIoT and Simulation Modeling

    Published: 06/October/2022

    Reading time: 3 mins

  • PA SCM Research Report

    Process Automation in Supply Chain Benchmark Research Report

    Published: 30/September/2022

    Reading time: 1 mins

  • Additive Manufacturing

    Additive Manufacturing in Automotive

    Published: 26/September/2022

    Reading time: 1 mins

  • Inventory Management

    Stages of Inventory Management Expertise

    Published: 23/September/2022

    Reading time: 3 mins

  • Barcode Technology

    Can Smart Vision Disrupt Barcode Technology?

    Published: 23/September/2022

    Reading time: 5 mins

  • Supply chain networks

    Data Sharing in Supply Chain Network

    Published: 15/September/2022

    Reading time: 3 mins

  • Process Automation Supply Chain

    Drivers for Process Automation in Supply Chain

    Published: 15/September/2022

    Reading time: 1 mins

  • Inventory Management

    Inventory Management and Optimization Research Report

    Published: 15/September/2022

    Reading time: 3 mins

  • Digital Twins

    Integrating Process and Physical Digital Twins

    Published: 15/September/2022

    Reading time: 3 mins

  • SAPinsider DART

    The Increasing Importance of SAPinsider DART Methodology

    Published: 08/September/2022

    Reading time: 2 mins

  • ai eliminate barriers

    Using AI to Eliminate Barriers to Entry

    Published: 08/September/2022

    Reading time: 5 mins

  • SAP Industry Cloud

    SAP Industry Cloud – Need of The Hour?

    Published: 08/September/2022

    Reading time: 4 mins

  • Process Automation Supply Chain

    Intelligent Order Management Automation

    Published: 02/September/2022

    Reading time: 3 mins

  • IoT SAP BTP

    Opportunity for IoT Based Innovation on SAP BTP

    Published: 02/September/2022

    Reading time: 5 mins

  • Supply chain analytics maturity

    Five Stages of Achieving Supply Chain Analytics Maturity

    Published: 29/August/2022

    Reading time: 2 mins

  • Optimization Simulation

    Blurring Boundaries between Optimization and Simulation Tools

    Published: 26/August/2022

    Reading time: 2 mins

  • Descriptive Analytics

    Descriptive Analytics as a Foundation for Advanced Supply Chain Analytics

    Published: 26/August/2022

    Reading time: 2 mins

  • AWS Supply Chain SAP IBP

    Will AWS Supply Chain Compete With SAP IBP?

    Published: 26/August/2022

    Reading time: 5 mins

  • Enterprise Analytics

    Exploring Key Technical Features of Enterprise Analytics

    Published: 19/August/2022

    Reading time: 1 mins

  • Inventory Optimization

    Combining Inventory Optimization With Additional Analytics Approaches

    Published: 19/August/2022

    Reading time: 3 mins

  • Promotion Planning SAP IBP

    Promotion Planning and Management with SAP IBP

    Published: 18/August/2022

    Reading time: 2 mins

  • Google Industry 4.0

    Impact of Google Discontinuing Cloud IoT Core on Industry 4.0 Technology Ecosystem

    Published: 17/August/2022

    Reading time: 6 mins

  • Cloud Market

    The Three Ss of Cloud Market Dominance

    Published: 17/August/2022

    Reading time: 3 mins

  • Process Automation Supply Chain

    Process Automation as Foundation to Build Resilient Supply Chain

    Published: 12/August/2022

    Reading time: 3 mins

  • Supply chain planning

    Supply Chain Planning in The Cloud for EMEA

    Published: 12/August/2022

    Reading time: 1 mins

  • Sustainable Manufacturing

    Sustainable Manufacturing Leveraging Smart Factories

    Published: 12/August/2022

    Reading time: 4 mins

  • Demand Forecasting SAP IBP

    Data Outliers Detection in SAP IBP Demand Forecasting

    Published: 11/August/2022

    Reading time: 2 mins

  • Customer Data

    Amazon’s Acquisition of iRobot : The War For Consumer Data

    Published: 05/August/2022

    Reading time: 5 mins

  • SAPinsider 2022 Vegas : Data & Analytics Session Themes

    Published: 04/August/2022

    Reading time: 3 mins

  • NLP

    Maturation of NLP : SAP’s AskData Acquisition

    Published: 04/August/2022

    Reading time: 4 mins

  • Supply Chain Optimization

    Supporting Corporate Strategy Through Supply Chain Optimization

    Published: 02/August/2022

    Reading time: 4 mins

  • Inventory Planning

    Inventory Planning Complexities

    Published: 29/July/2022

    Reading time: 2 mins

  • Supply Chain Analytics

    Analytics Journey in Supply Chain Planning

    Published: 29/July/2022

    Reading time: 2 mins

  • Cloud planning

    Cloud-Based Planning Enablers in Supply Chain

    Published: 29/July/2022

    Reading time: 2 mins

  • Logistics Sustainability

    Sustainability in Logistics Through Machine Learning

    Published: 22/July/2022

    Reading time: 4 mins

  • Supply Chain Data Hub

    Data Hubs in Supply Chain Planning

    Published: 22/July/2022

    Reading time: 3 mins

  • Digital Tracking

    Enhancing Digital Tracking With Intelligent Process Automation

    Published: 22/July/2022

    Reading time: 3 mins

  • Association-rule mining

    Leveraging Association-Rule Mining in Logistics Planning

    Published: 15/July/2022

    Reading time: 2 mins

  • AIoT Inventory Management

    AIoT for Inventory Management and Planning

    Published: 15/July/2022

    Reading time: 3 mins

  • Supply Chain Planning Skills

    Critical Skills for The Future of Supply Chain Planning

    Published: 15/July/2022

    Reading time: 3 mins

  • Cloud supply chain planning

    Cloud Can Address Supply Chain Planning Challenges

    Published: 15/July/2022

    Reading time: 2 mins

  • Supply Chain Planning Analytics

    Analytics as Extension of Supply Chain Planning Technologies

    Published: 13/July/2022

    Reading time: 3 mins

  • scm planning

    Strategies to Build Supply Chain Planning Foundations

    Published: 08/July/2022

    Reading time: 2 mins

  • Customer Intelligence

    Developing a Supply Chain Visibility Roadmap

    Published: 08/July/2022

    Reading time: 2 mins

  • Supply Chain Data Silos

    Eliminating Data Silos for Supply Chain Analytics

    Published: 07/July/2022

    Reading time: 3 mins

  • Supply Chain Visibility

    Supply Chain Planning and Business Agility

    Published: 06/July/2022

    Reading time: 1 mins

  • Machine Learning for Supply Chain

    Leveraging Machine Learning on Customer Intelligence Data

    Published: 01/July/2022

    Reading time: 4 mins

  • Supply Chain Process Automation

    Increasing Focus on Supply Chain Process Automation

    Published: 01/July/2022

    Reading time: 2 mins

  • Six-Sigma

    Transforming Six-Sigma with Process Intelligence

    Published: 01/July/2022

    Reading time: 4 mins

  • Customer Intelligence

    Building Customer Intelligence Capabilities

    Published: 29/June/2022

    Reading time: 3 mins

  • Machine Learning for Supply Chain

    Machine Learning for Supply Chain Data Quality Management

    Published: 24/June/2022

    Reading time: 2 mins

  • Supply Chain Visibility

    Supply Chain Visibility Foundations Beyond Technology

    Published: 24/June/2022

    Reading time: 2 mins

  • Supply Chain Planning Analytics

    Excess Inventory Management with AI

    Published: 23/June/2022

    Reading time: 4 mins

  • SAP Kyma

    Machine Learning Renaissance with SAP Kyma 2.0

    Published: 22/June/2022

    Reading time: 1 mins

  • Warehouse Mobility

    SAP and Apple Partnership will Transform Warehouse Mobility

    Published: 20/June/2022

    Reading time: 4 mins

  • scm planning

    Supply Chain Planning Integration Imperative

    Published: 17/June/2022

    Reading time: 2 mins

  • Procurement Process Transformation

    Transforming Procurement Through Process Automation

    Published: 17/June/2022

    Reading time: 3 mins

  • Conversational AI

    Conversational AI for Inventory Planning

    Published: 16/June/2022

    Reading time: 3 mins

  • Digital Twin

    Digital Twin Enabled Manufacturing Planning

    Published: 15/June/2022

    Reading time: 3 mins

  • Demand Forecasting image

    The Imperative for The Evolution of Demand Forecasting

    Published: 15/June/2022

    Reading time: 1 mins

  • Data Science Initiatives

    Why Data Science Initiatives Fail

    Published: 10/June/2022

    Reading time: 1 mins

  • Intelligent Automation

    Digital Solutions Branding Evolution: Three Key Steps

    Published: 09/June/2022

    Reading time: 3 mins

  • Supply Chain Planning

    Managing Supply Chain Planning Outliers

    Published: 09/June/2022

    Reading time: 3 mins

  • Supply Chain Visibility

    Building Foundations of Supply Chain Visibility

    Published: 09/June/2022

    Reading time: 4 mins

  • Intelligent Automation

    Process Intelligence on Process Automation Roadmap

    Published: 03/June/2022

    Reading time: 2 mins

  • Supply Chain Optimization

    Supply Chain Optimization With Planning in the Cloud

    Published: 03/June/2022

    Reading time: 4 mins

  • Supply Chain Planning

    Evolution of Supply Chain Planning Systems

    Published: 03/June/2022

    Reading time: 2 mins

  • Process Automation

    Process Automation Benchmark Research- EMEA Derivative

    Published: 31/May/2022

    Reading time: 1 mins

  • AIOT

    AIoT in Supply Chain Planning

    Published: 27/May/2022

    Reading time: 5 mins

  • Automation analytics recession

    Thriving in Recession With Analytics and Automation

    Published: 20/May/2022

    Reading time: 6 mins

  • Advanced Analytics Process Intelligence

    Innovation Through Process Intelligence and Cloud

    Published: 12/May/2022

    Reading time: 4 mins

  • Advanced Analytics Process Intelligence

    Advanced Analytics and Process Intelligence

    Published: 10/May/2022

    Reading time: 3 mins

  • Intelligent Automation

    Process Automation and Enterprise Visibility

    Published: 29/April/2022

    Reading time: 3 mins

  • Intelligent Automation

    Intelligent Automation and Employee Productivity

    Published: 29/April/2022

    Reading time: 1 mins

  • Process Automation Strategic Tool

    Process Automation as a Strategic Tool

    Published: 22/April/2022

    Reading time: 3 mins

  • SAP Analytics Cloud image

    Synergizing Data Science and Software Engineering Teams

    Published: 01/April/2022

    Reading time: 6 mins

  • Contract Intelligence as a Competitive Differentiator

    Published: 01/April/2022

    Reading time: 6 mins

  • Discussing Contract Intelligence with icertis

    Published: 31/March/2022

    Reading time: 1 mins

  • Payment Fraud

    Intelligent Solutions for Payment Fraud Risk Management

    Published: 31/March/2022

    Reading time: 6 mins

  • Payment Fraud

    Discussing Payment Fraud Risk Management with Apex

    Published: 31/March/2022

    Reading time: 1 mins

  • Decision Intelligence

    Creating Value Through Decision Intelligence in SAP Landscape

    Published: 30/March/2022

    Reading time: 4 mins

    Process Mining for SAP S/4HANA Migration

    Published: 30/March/2022

    Reading time: 4 mins

  • Discussing Process Mining With Chris GrossBaier from Celonis

    Published: 30/March/2022

    Reading time: 1 mins

  • Decision Intelligence

    Discussing Decision Intelligence with Pyramid Analytics

    Published: 30/March/2022

    Reading time: 1 mins

  • AI Talent Management

    Competitive Advantage Through AI-Powered Talent Management

    Published: 30/March/2022

    Reading time: 6 mins

  • AI Talent Management

    Discussing AI Powered Talent Management with Phenom

    Published: 30/March/2022

    Reading time: 1 mins

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    Supply Chain Resiliency with Dan Cicerchi

    Published: 24/January/2022

    Reading time: 1 mins

  • SAP Analytics Cloud

    Data Connections For SAP Analytics Cloud

    Published: 18/January/2022

    Reading time: 3 mins

  • Predictive Planning in SAP Analytics Cloud

    Published: 14/January/2022

    Reading time: 3 mins

  • Role of Data Quality in Supply Chain Digital Transformation

    Published: 28/October/2021

    Reading time: 7 mins

  • RISE with SAP on APEX

    Automated Machine Learning in the Cloud

    Published: 28/October/2021

    Reading time: 8 mins

  • Technology and Empathy

    Technology And Empathy: Creating The Link

    Published: 28/October/2021

    Reading time: 4 mins

  • T

    Evolving Your Organization’s AI Capabilities

    Published: 24/August/2021

    Reading time: 3 mins

  • IoT Predictive Logistics

    IoT Enabled Predictive Logistics Platforms

    Published: 21/August/2021

    Reading time: 4 mins

  • Security

    Leveraging Theory of Constraints in Supply Chain Control Towers

    Published: 18/August/2021

    Reading time: 3 mins

  • Supply Chain data management

    Make 2023 The Year of Building Supply Chain Data Foundation

    Published: 16/August/2021

    Reading time: 7 mins

  • data-driven

    The Three Key Ingredients of Business Analytics Solutions

    Published: 13/August/2021

    Reading time: 3 mins

  • Supply Chain Sustainability

    Supply Chain Sustainability with Elise Caves

    Published: 12/August/2021

    Reading time: 1 mins

  • Retain Your Data Science Talent image

    How to Retain Your Data Science Talent

    Published: 12/August/2021

    Reading time: 5 mins

  • SAP MM Spend Analytics

    Spend Analysis and SAP MM

    Published: 07/August/2021

    Reading time: 5 mins

  • Building Teams image

    Building Best in Class Sales & Operations Planning Teams

    Published: 05/August/2021

    Reading time: 5 mins

  • Web3.0 Inventory Management

    Web3.0 and Inventory Management

    Published: 02/August/2021

    Reading time: 6 mins

  • Vertex Cloud Indirect Tax image

    Anomaly Detection Algorithms in Supply Chain Analytics

    Published: 26/July/2021

    Reading time: 2 mins

  • Supply Chain Control Towers

    Evolving Supply Chain Control Towers

    Published: 22/July/2021

    Reading time: 3 mins

  • data analytics supply chain

    Supply Chain Product Innovation With Data and Analytics

    Published: 17/July/2021

    Reading time: 4 mins

  • Supply chain platforms

    Hyperscalers Focus on Supply Chain Platforms

    Published: 07/July/2021

    Reading time: 5 mins

  • Three Pillars of Digital Twin Solutions

    Published: 05/July/2021

    Reading time: 2 mins

  • IoT RFID

    How IoT Can Help Rejuvenate RFID Technology

    Published: 19/June/2021

    Reading time: 4 mins

  • TinyML

    Harnessing The Power of TinyML in Supply Chain

    Published: 16/June/2021

    Reading time: 6 mins

  • SAP Punit

    What Punit Renjen Brings to SAP

    Published: 12/June/2021

    Reading time: 3 mins

  • Inventory Planning and Advanced Analytics

    Published: 29/May/2021

    Reading time: 3 mins

  • ChatGPT SAP

    Leveraging ChatGPT in The SAP World

    Published: 27/May/2021

    Reading time: 5 mins

  • SAP S/4HANA image

    Leveraging Machine Learning for Demand Forecasting

    Published: 23/May/2021

    Reading time: 4 mins

  • SAP Solutions on Azure: The Trusted Path to Intelligent Manufacturing image

    The Art and Science of Customer Lifetime Value (CLV) Analytics

    Published: 20/May/2021

    Reading time: 6 mins

  • ChatGPT SAP

    Leveraging AI for “Segment of One” Supply Chain Planning

    Published: 25/March/2021

    Reading time: 6 mins

  • Logistics

    Logistics Cyber Resiliency Lessons from NOTAM Disruption

    Published: 17/March/2021

    Reading time: 5 mins

  • Supply Chain Resiliency

    Solving America’s Tylenol Shortage Problem

    Published: 17/March/2021

    Reading time: 4 mins

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    Leveraging Machine Learning (ML) in Spend Analysis solutions

    Published: 25/January/2021

    Reading time: 3 mins

  • Operations Research

    Combining Operations Research (OR) and Machine Learning (ML)

    Published: 19/January/2021

    Reading time: 6 mins