Latest Posts

The Cost of Chasing Unicorns: Lessons from the Product Bubble

The recent Product Bubble saw venture capital investments soar from $45 billion to an astounding $620 billion. Investors were captivated by the allure of unicorns—startups valued at over $1 billion—creating a wave of speculation that nearly equaled the

Navigating Complexity: The GE-McKinsey Nine-Box Matrix

The proliferation of multibusiness corporations in the 20th century posed unprecedented challenges to effective strategic management, particularly with regard to resource allocation across diverse business units. As companies expanded and diversified, they required robust frameworks to evaluate and prioritize investments

From Physics to Machine Learning: A Nobel Prize Worthy Journey

The 2024 Nobel Prize in Physics has been awarded to two visionaries whose work laid the foundation for the development of modern artificial neural networks (ANNs). John J. Hopfield and Geoffrey E. Hinton have made groundbreaking contributions that helped transform

Data Driven Process Optimisation - Open research Challenges

Modern organizations routinely deploy process analytics, including process discovery and variant analysis techniques, both to gain insight into the reality of their operational processes and also to identify process improvement opportunities. Process analytic approaches play a critical role in supporting

On Curse of Dimensionality

In this post, I will be sharing my understanding of feature selection process: In Theory feature selection can help in reducing the dimensionality, leading to simpler models that are easier to understand and interpret. Models with large number of features

Generative AI and Future of HealthCare

In this article, we investigate the potential that AI offers for improving healthcare delivery. AI-Guided Treatment Policies: Deaths due to medical error in the U.S. is a significant problem. Generative AI models could assist healthcare providers in seeing potential

AI Ethics and Augmented Intelligence

In previous posts, I have discussed the challenges surrounding Explainable AI, AI Alignment, and the reality of how far we are from achieving Artificial General Intelligence (AGI). I particularly like the concept of Augmented Intelligence and the immense potential it