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Unsupervised NLP Methods for Analyzing User-Provided Data in Smart Product Service Systems
Product-Service Systems (PSS) are business models that go beyond delivering physical products by also offering complementary intangible services. With the rise of smart technologies and connected devices, these models have evolved into Smart Product-Service…
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Features, Business Process Models and Architectural Design of Smart Warehouses in Industry 4.0
Features, Business Process Models and Architectural Design of Smart Warehouses in Industry 4.0
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Machine Learning Based Industry 4.0 Framework for Composite Autoclave Manufacturing
Artificial intelligence (AI), machine learning (ML), and data-driven techniques can be used to support and optimize the manufacturing of composite materials. The full model development lifecycle encompasses analysis, optimization, inverse problem-solving, and experimental validation.…
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Augmented Reality for Training Applications in Small Enterprises
The fragmented and technically demanding nature of augmented reality (AR) content development continues to limit its broader adoption in industrial settings. Current AR authoring methods often require specialized knowledge in areas such as 3D…
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Collaborative dynamics in open source software development: Team interaction and the role of project manager.
In a recently published study, we examine the impact of communication network characteristics on project performance, measured in terms of the number of issues closed within open-source software development projects. We also examine how…
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Managing Project Cost Overruns Using Bayesian Network
High levels of project management maturity are often associated with improved operational outcomes—such as enhanced quality, timely delivery, and cost efficiency. However, this correlation does not always hold true. Many existing project management maturity…
Helping Get Unstuck & Strike a Value Chord
A platform to share and reflect on my journey across the worlds of management, innovation, and social impact. Here, you'll find a collection of my management thoughts, highlights from my books, research contributions, and presentations, all rooted in years of academic and practical experience. Whether you're a student, practitioner, policymaker, or fellow thinker, this space is designed to provoke thought, encourage dialogue, and contribute meaningfully to both academic and applied conversations in business and beyond.
This is how it all started…
I started this blog to share and reflect on my journey across the worlds of management, innovation, and social impact. Here, you’ll find a collection of my management thoughts, highlights from my books, research contributions, and presentations, all rooted in years of academic and practical experience. Whether you’re a student, practitioner, policymaker, or fellow thinker, this space is designed to provoke thought, encourage dialogue, and contribute meaningfully to both academic and applied conversations in business and beyond.
Anand Nair
Educator | Researcher | Management Scientist | Data Scientist | Consultant | Entrepreneur | Value Mentor