With a background spanning over a decade, I have served in pivotal roles as a Software Engineering Lead, Senior Data Engineer & Enterprise Data Integration Consultant with major North American banks including Royal Bank of Canada & Toronto Dominion Bank, renowned retail giant Albertsons, Government of Canada and IBM.

I've also ventured into entrepreneurship, founding IntelSoft, a company specializing in big data and business intelligence solutions.

I am a certified Microsoft Applied AI Engineering Practitioner on Azure Cloud and have completed specializations in Machine Learning and Mathematics for Machine Learning and Data Science from Stanford University and Deep Learning AI.

My academic journey began with a B.Eng. in Computer Engineering from Sheridan Institute of Technology in Canada, complemented by a Bachelor's in Business Administration from Vinayaka Missions Sikkim University in India, followed by a MSC in Computer Engineering at the University of Oxford, UK.

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Latest Publications


  • Open AI Custom GPT hype is real! Who is really winning? Nov 11, 2023

    Nov 11, 2023

    Open AI has introduced the new BOT store, which is only available for premium subscribers. To really have a chance to make your GPT's stand out, you need to train these custom GPTs with data that is unique to the GPT model 4 that would really give you edge over...

  • What really are Artificial Neural Networks: A beginner’s guide to a Single Neural Node Nov 07, 2023

    Nov 07, 2023

    Artificial Neural Networks (ANNs) are digital doppelgangers of the human brain. Just as the human brain processes information and makes decisions, ANNs are designed to do the same, computational fashion. The magic lies in the mimicry.

  • What is Technological Singularity? Why should you be worried about AI? Nov 04, 2023

    Nov 04, 2023

    Elon Musk and Rishi Sunak concluded the 2023 AI Safety Summit by discussing the potential threats to the labor market as progress in AI intensifies. Musk highlighted his concerns regarding the dangers of AI and the need for support for the growing developments in AI. The concept of Technological Singularity...

  • AI Compliance and Regulation Landscape: Balancing Innovation with Ethical Challenges Oct 29, 2023

    Oct 29, 2023

    As the world progresses towards more autonomous and adaptable machine learning systems, the concerns over the fair and ethical use of technology and data deepen. With the rise in popularity of generalized AI models, many countries are actively working on developing guidelines and regulations to address the ethical and compliance...

  • Democratizing Data – A War for Global Digital Independence Oct 26, 2023

    Oct 26, 2023

    The article discusses the concept of "surveillance capitalism" and how it affects the average person. It also sheds light on how data is being commoditized and how this puts individuals' privacy at risk. Finally, it proposes a solution of a decentralized blockchain system that would enable users to take control...

  • From Worm to Wisdom - C. Elegans Unlocks the Secrets of Superintelligence Oct 23, 2023

    Oct 23, 2023

    Nick Bostrom explores the concept of superintelligent entities and the potential implications of their existence in his book, "Superintelligence." One example of a superintelligent entity that he discusses is the nematode worm C. elegans. This worm has a well-characterized nervous system with 302 neurons and 7,000 synapses. Researchers are able...

Upcoming Publications


  • Supervised Learning: All you need to know to get startedComing Soon