Earlier this year, I had a task to create a knowledge bot for an enterprise level platform. The users were primarily the employees of the organization and intention was to use the knowledge bot to share the offering and usage of platform. There are quite a lot of frameworks in…

Where Azure Stands out …. Today there are 3 big names when it comes to Public Cloud — AWS, Azure and GCP. While majority (~85%) of their offerings are similar, each of them have few differentiators which makes it stand out from rest. In this article I list down few…

While the above title seemed preposterous and I would normally discard being associated with the field of Artificial Intelligence [AI], however, when Geoffrey Hinton, godfather of Artificial Intelligence, resigned from Google to warn the world about dangers of AI outperforming humans and eventually taking over [1]; it warranted a second…

Pre-Requisite — Reader is expected to have basic knowledge of Data Mesh. This article is in continuation of previous 2 articles on Data Mesh — Are we Ready for Data Mesh? and Data Product Canvas. As the organizations move away from fragmented data silos with lack of trustable data without…

Organizations want to leverage heaps of data generated from business processes in a self-serve mode to promote data driven decisions. However, they are facing challenges to manage the underlying data platform. While the current Data Platforms do provide ability to generate insights from data, they still struggle with the issues…

Over the last decade Organizations have realized the immense value of data and have embarked upon transformation journeys of their Enterprise Architectures to realize the potential of data to become a data driven organization. Major realization towards in the Journey came in form of fragmented data silos making it next…

Ethical AI is based on 7 principles as described here . However, to abide by these seven principles while creating next gen AI applications, it is important to understand how to apply them. …

With the availability of high compute, storage and statistical advancement leading to powerful algorithms, Data Science (Machine Learning / Deep Learning / Artificial Intelligence) has been one of the key technological advances of the past few years. So far, computers have extended human capabilities around memory, compute, or communication (internet)…

Summary — Today’s Telecom Services companies are working in a very competitive environment. In order to sustain themselves, they need to constantly launch new products and features. Thus the success of their IT does not lie in executing a Single Project successfully but having a delivery eco-system which ensures that they are…