Monday, May 4, 2026

Every Drop Counts — Before It’s Too Late

 





When Shortage Hits, Life Stops

A few months ago, most of us did not expect how quickly normal life could be disrupted. It began with global tensions between Iran and the United States, which at first felt like distant news that would not affect our daily routines. Gradually, however, gas shortages started appearing, and people managed somehow, assuming it would pass. Then came the sudden diesel shortage across Andhra Pradesh and Telangana, and that was when everything began to unravel in a way no one had anticipated. What seemed like a simple supply issue quickly turned into a widespread disruption that affected almost every aspect of daily life.

The Domino Effect of Diesel Crisis

People who had carefully planned vacations found themselves cancelling at the last minute, while families trying to travel for emergencies or important occasions were left stranded without reliable transport. Buses became irregular, cabs were either unavailable or unaffordable, and private vehicles were of little use without fuel. The impact did not stop there, because when diesel supply slowed down, transportation of goods also took a hit, and that ripple effect was felt immediately in the market. Prices of vegetables, groceries, and everyday essentials began rising sharply, placing an unexpected burden on households. Petrol bunks were crowded with long queues, tempers ran high, and arguments often escalated into fights as people struggled to secure even a few litres of fuel. At the same time, there was no clear communication or explanation from authorities, which only added to the uncertainty and frustration. In the middle of this chaos, some individuals took advantage of the situation by selling diesel and gas cylinders in the black market at inflated prices, turning a crisis into an opportunity for profit.

Now Replace Diesel With Water

If that situation felt overwhelming, it is worth pausing for a moment and imagining something far more critical. What if, one morning, instead of diesel, it was water that stopped flowing. What if you woke up, turned on the tap, and nothing came out. There would be no water to brush your teeth, cook your meals, or even drink. Your home, which once felt comfortable and secure, would suddenly feel like a place of scarcity. This may sound extreme, but it is not an unrealistic scenario. In fact, it is already a lived reality for millions of people around the world. More than 2.2 billion people do not have access to safely managed drinking water, and about 1.7 billion are forced to consume contaminated water every day. Thousands of children lose their lives daily due to unsafe water and poor sanitation. Countries like Pakistan, Bangladesh, Yemen, Afghanistan, and several regions in Sub-Saharan Africa are already facing this crisis, not because they chose to, but because they have no alternative.

India Is Already Under Pressure

India is not as far removed from this reality as we might like to believe. The country holds only 4 percent of the world’s freshwater while supporting 18 percent of the global population, a mismatch that places enormous pressure on available resources. On top of that, nearly 70 percent of the water supply is contaminated, and more than 80 percent of surface water is polluted. This imbalance is already showing its effects, as more than 300 districts across 13 states have faced serious drinking water shortages. States such as Jharkhand, Odisha, Maharashtra, Rajasthan, Uttar Pradesh, Madhya Pradesh, Bihar, Karnataka, along with Andhra Pradesh and Telangana, are already experiencing significant stress. In Ranchi, the situation has become severe, with large parts of the region facing drought-like conditions. In Odisha, future climate projections indicate that rain dependent areas could be among the hardest hit by 2030. In Andhra Pradesh, reservoirs have been running dangerously low, and people have already fallen ill due to contaminated water sources.

Scarcity Always Attracts Exploitation

Just as the diesel crisis revealed how scarcity can create disorder, a similar pattern is already emerging with water. In cities like Bhopal, tanker mafias control water distribution, charge excessive prices, and exploit those who have no other choice. This reflects a familiar cycle in which scarcity leads to panic, and panic creates opportunities for exploitation. It becomes evident that while the resource may change, the consequences follow a similar pattern.

The Demand Is Outpacing Supply

Looking ahead, the situation becomes even more concerning. By 2030, India’s water demand is expected to be twice its available supply. Agriculture alone consumes about 80 percent of the country’s water, and groundwater, which supports a large portion of rural households, is being depleted faster than it can be naturally replenished. This indicates that the problem is not only about availability but also about how efficiently water is managed and used.

How AI Actually Helps, And Why It Matters






This is where technology, particularly artificial intelligence, plays an important role, not as a distant concept but as a practical solution to ongoing challenges. A significant portion of water loss occurs due to leaks in pipelines that often go undetected for long periods, and AI based systems can identify these leaks in real time, allowing authorities to fix them before large quantities of water are wasted. In agriculture, where overuse of water is common due to lack of precise information, AI driven irrigation systems analyze soil conditions, weather patterns, and crop requirements to ensure that only the necessary amount of water is used, which directly reduces wastage and improves productivity. Satellite based monitoring combined with AI enables real time tracking of groundwater levels, providing early warnings when reserves begin to decline, which helps governments act before the situation becomes critical. AI also assists in predicting water contamination by analyzing patterns in water bodies, enabling communities to take preventive action instead of reacting after people fall sick. These applications matter because they address the root problem, which is not just scarcity but inefficient usage and delayed response.

Responsibility Still Lies With Us

However, even the most advanced technology cannot compensate for careless usage at the individual level. The way water is used in daily life plays a crucial role in determining long term sustainability. Simple actions such as turning off the tap while brushing, fixing leaks promptly, reusing water where possible, and adopting basic conservation practices can collectively make a significant difference when adopted widely. While these actions may seem minor in isolation, their combined impact across millions of households is substantial.

A Reality We Cannot Ignore

The diesel shortage showed how vulnerable daily life can become when a critical resource is disrupted, but water is far more essential, and its absence would affect not just convenience but survival itself. Unlike fuel, water does not have an immediate substitute that can sustain life, which makes it even more important to act responsibly while there is still time to prevent a larger crisis.

Every Drop Is the Future

The next time you fill a glass of water, it may be worth taking a moment to reflect on its value. What appears to be easily available today may not remain so in the future if current patterns continue. Ensuring that water remains accessible for future generations depends not only on policies and technologies but also on everyday choices made by individuals, and in that sense, every drop saved today contributes to a more secure and sustainable tomorrow.




From Blog to Boardroom: My Journey Speaking on AI at Oil and Natural Gas Corporation

 



Sometimes, you write something hoping it sparks a conversation.
And sometimes… that conversation walks right up to your inbox.

That’s exactly how this journey began.

This year has been good on the speaking front, and I want to share one that felt particularly meaningful.

Last year, I published an article exploring how AI-driven predictive maintenance could fundamentally reshape the oil & gas industry. I wrote it with one core belief that the industry wasn’t lacking data, but missing the intelligence layer to truly listen to it.

I didn’t expect that piece to travel as far as it did.

When Insight Turns Into Opportunity

Fast forward to this year, I received an invitation last month from one of India’s most prestigious Maharatna companies, ONGC. They had come across my blog and wanted me to speak on:

“Application of AI Technologies in the Oil and Gas Industry, with a special emphasis on predictive maintenance and digital transformation.”

That moment felt like a full circle.

What started as a written idea had now turned into a real-world discussion with professionals who are shaping the backbone of India’s energy sector.

Stepping Into the Room Where It Happens

Walking into that session, I wasn’t just delivering a talk, I was stepping into a space filled with experience, domain expertise, and sharp perspectives.

And honestly?

That’s what made it exciting.

Because conversations around AI are very different when you’re speaking with people who understand the real stakes:

Downtime isn’t just a delay — it’s a financial event

Maintenance isn’t routine — it’s risk management

Data isn’t abstract — it’s operational reality

The discussion quickly moved beyond theory.

It became about:

How AI can predict failures before they surface

How organizations can move from reactive to intelligence-driven operations

And how digital transformation is less about tools… and more about mindset

The Conversations That Stood Out


What I truly enjoyed wasn’t just presenting, it was the exchange of ideas.

There’s something incredibly energizing about interacting with experts who:

Ask the right questions

Challenge assumptions

And connect AI concepts to on-ground realities

It felt less like a lecture… and more like a collaborative exploration.

At one point, the discussion naturally circled back to a key insight from my blog:

The industry has always had the data what it needed was a way to interpret it before failure happens.

And seeing that idea resonate in a room full of experienced professionals?
That’s when you know the dots are connecting.

More Than a Session — A Shared Perspective

The session turned out to be incredibly engaging and, in every sense, fruitful.

What stood out to me was this:

AI in oil & gas isn’t just about automation or efficiency,
it’s about augmenting human decision-making.

It’s about:

Giving engineers foresight instead of hindsight

Turning signals into actionable intelligence

And building systems that are not just reactive… but predictive

Looking Back — And Ahead

If there’s one thing I took away from this experience, it’s this:

Ideas travel. And when they meet the right audience, they evolve.

From writing a blog to discussing its real-world implications with ONGC professionals, this journey has been both humbling and inspiring.

And as I reflect on it, one thought keeps coming back:

This is just the beginning.

Because conversations like these are where transformation truly starts
not in code, not in models, but in shared understanding.

Final Thoughts

I walked out with something far more valuable

perspective, dialogue, and the reassurance that AI in this space is not just relevant… it’s inevitable.

By the end of it, it was clear that this wasn’t just about sharing ideas ,it was about aligning perspectives on where the industry is headed.

Looking back, it’s fascinating how a simple idea turned into a room full of meaningful conversations and that’s what made this experience truly special.


Sunday, May 3, 2026

“From Thinking to Prompting: The Cognitive Shift Driven by AI”

 Speaking at IIT Kanpur. Here is What I Shared.

Hi everyone. It is May already and this is my first blog post of the year. The beginning of 2026 has been quite occupied on my end, so writing kept getting pushed down the list. But here I am now.

A few weeks back, I received an invitation from SAMWAAD Talk Show to speak at IIT Kanpur. It was a pleasure to be invited and I was happy to be part of it. The session was on AI and how it is changing the way we think and work, which is something I talk about quite often. I thought I would write about it here so those who were not in the room can get a sense of what we discussed.

The Session

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SAMWAAD had put together a good setup at IIT Kanpur with undergrads, postgrad students, and faculty all present. The topic of the session was:

“From Thinking to Prompting: The Cognitive Shift Driven by AI”

I spoke about how AI is reshaping human cognition, what that means for businesses, and how it is quietly affecting our mental well-being too. The session ran for about 25 to 30 minutes and was followed by a Q&A. The students were attentive and the discussion was good.

The session was covered live on ABP News. I will share the link here once it goes live. A few other local media channels from UP also covered it, which was a good thing to see.

What I Spoke About

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Press enter or click to view image in full size

I kept things focused around three points.

1. Prompting is a thinking skill.

A lot of people treat prompting as just typing something into a box and getting an answer. But writing a good prompt actually requires you to know what you want and be able to say it clearly. That takes effort and clarity of thought. If you approach it that way, it makes you sharper, not more dependent.

2. AI adoption in business fails when the basics are not in place.

Many orgs bring in AI tools and expect things to change, but nothing really does. The reason is usually not the technology. It is that their processes and decision making were already unclear, and AI just made that more visible. Fixing the tool does not fix the thinking behind it.

3. Mental well-being in the age of AI is not discussed enough.

When instant answers are always available, it gradually affects how much patience you have with uncertainty and how much you trust your own judgment. This is not something dramatic. It happens slowly and quietly. But it is worth being aware of.

The Questions from the Audience

The Q&A was the part I enjoyed. The students asked honest, practical questions rather than just Bookish ones.

“Will the skills I am building now still be relevant?”

This is something many students are thinking about right now. My answer was straightforward. Clear thinking, good communication, and sound judgment will always matter. Those things do not go out of date.

How does a startup bring in AI without losing what already works?”

Start with the problem you are trying to solve. Then find the right tool. Not the other way around.

“Is curiosity still a human thing if AI can replicate it?”

There is a real difference between simulating curiosity and actually having it. One is a pattern. The other is what drives a person. They are not the same thing.

Good questions overall & very Interactive.

Press enter or click to view image in full size
Press enter or click to view image in full size

On the coverage side, ABP News was present and the session will be going live soon. I will share the link here once it is up. A few local media channels from UP also covered it. The SAMWAAD team was well organized throughout and made it a smooth experience.

Wrapping Up

It was a good session at a good institution and I am glad I was part of it. These kind of conversations matter, especially when the audience is genuinely thinking about the questions and not just sitting through a talk.

Before I wrap up, I want to leave a couple of things with you. When you sit down to write a prompt, do you actually think it through first, or do you just type something and hope the output fills the gaps?

And at your workplace, is your organization genuinely changing how it thinks and works, or is it just adding new tools to the same old way of doing things?

I would love to hear what you think. Drop your thoughts in the comments or reach out to me directly. There is no perfect answer here, and that is exactly why this conversation is worth having.