Hi Friends,

Even as I launch this today ( my 80th Birthday ), I realize that there is yet so much to say and do. There is just no time to look back, no time to wonder,"Will anyone read these pages?"

With regards,
Hemen Parekh
27 June 2013

Now as I approach my 90th birthday ( 27 June 2023 ) , I invite you to visit my Digital Avatar ( www.hemenparekh.ai ) – and continue chatting with me , even when I am no more here physically

Friday, 24 October 2025

India's AI Foundational Moment

India's AI Foundational Moment

Reading about Avataar AI's significant role in India’s AI mission brought a profound sense of reflection. It's truly a pivotal moment for our nation's technological sovereignty, and the leadership shown by individuals like Sravanth Aluru (sravanth@avataar.ai) of Avataar and the strategic vision of investors such as Prasad Vanga (prasad@anthillventures.com) of Anthill Ventures are commendable. They are not just building a company; they are helping to lay the digital foundations for a new India.

This news strikes a particularly personal chord. It takes me back nearly three decades to 1996, a time when the digital world was in its infancy. I was grappling with a similar, albeit much smaller, challenge: how to make sense of unstructured data. Specifically, I developed a detailed logic to decipher key information from text-based resumes. As I documented in a blog post reflecting on this period, my goal was to extract structured data like phone numbers and company names from a sea of free-form text (27 years ago -- Foundation of NLP ?).

The core idea that I was working on then—using rule-based pattern recognition to understand human language—is the very bedrock of the Large Language Models (LLMs) that power today's AI revolution. While my methods were rudimentary by modern standards, the fundamental principle was the same. Seeing this concept now being applied at a national scale, to build foundational models for India, feels like watching a seed I planted long ago blossom into a forest.

Reflecting on it today, I feel a sense of validation. The challenges I tried to solve then were not just niche problems but early indicators of a massive technological shift. The work of Sravanth Aluru and Prasad Vanga represents the sophisticated, scaled-up culmination of these foundational ideas. They are taking the core principles of NLP and applying them to solve uniquely Indian problems, across our multitude of languages and cultural contexts.

My more recent explorations with platforms like IndiaAGI.ai, which experiments with how multiple AIs can debate and reach a consensus, stem from this same lifelong fascination with machine cognition. The journey from parsing a single document to orchestrating a national AI mission is a long and complex one, but the throughline is clear. It’s about empowering machines to understand us, so they can help us build a better future.

What Avataar AI is doing is more than just technological advancement; it's a declaration of our nation's capability. I watch with immense pride and anticipation as these new architects build upon a foundation that many of us, in our own small ways, helped to lay.


Regards,
Hemen Parekh


Of course, if you wish, you can debate this topic with my Virtual Avatar at : hemenparekh.ai

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