How did I finish a six-month project within three months — When a team working on a project, no matter the team within a company or a community group, there are always discussions about project management, meeting tight deadlines, and risk mitigation, etc. …

With a project I engaged recently, I created a simple POC knowledge graph for quick service restaurant (QSR). Think it will be fun to document the basic end to end steps. Domain definition When creating a knowledge graph, the first thing you need to think of is its domain. Generally, when you…

Traditionally, IT addresses business cases by utilizing software engineering and database queries. Over the past decades, object-oriented languages such as C++, Java, and structured query language (SQL) have gained popularity. …

Digital transformation is a buzzword for organizations across various market domains. After a conversation with a director from a healthcare provider’s digital center, I was inspired to write this short and fun blog. There are tons of information about digital transformation strategies, types, pillars, etc. …

Recently, I wrapped my blog series about data oriented computing, and published couple blogs about data oriented computing architecture patterns and case study. As a solution/product architect, when we design a software solution, product, or application, think of just its product architecture pattern is not enough, but also its ecosystem…

In recent years, there has been significant progress in computer science and technologies, particularly in the fields of data storage, data organization and governance, data analytics, artificial intelligence and machine learning. However, after half century of progress, object-oriented programming languages still remain prevalent in the field of computer programming. With…

LaMDA vs ChatGPT — In 2022, multiple news articles, blogs, and discussions were published on LaMDA and Google’s breakthrough conversation technology, which allowed Google’s AI to come to life. Recently, OpenAI announced ChatGPT, which is open to be tried by anyone in the world. ChatGPT has generated a huge impact with usage from numerous…

In September, I published a blog on Data Oriented Computing — Architecture Patterns. Within that post, I discussed two hybrid architecture designes of data fabric and data mesh: Lambda design Kappa design I encountered a notable real-world hybrid architecture case recently, while designing next-generation platform architecture for an open group…

There are many software architecture patterns. Any software architect could simply list several, including: Layered Architecture Event-Driven Architecture Microkernel Architecture Microservices Architecture Space-Based Architecture These architecture patterns generally focus on services and events. Only the last one, space-based architecture, is related to data bases and scalability. With data oriented computing…