Wednesday, July 1, 2026

Career Guidance in the AI Era (2026 Edition)

Career Guidance in the AI Era (2026 Edition) 

Should my child choose Computer Science in the AI era?

In 2026, this question is no longer only about choosing the “safest” engineering branch. It is about preparing a child for a future where technology keeps changing, AI becomes a daily partner, and lifelong learning matters more than any single degree.

💡 MuktAI Insight

The AI Era Has Changed Career Planning

My Formula for Meaningful Career Success


Career Building Block

Why It Matters

Degree

Gives the student a foundation and a formal entry point into a field.

Domain Expertise

Helps the student understand real problems in a specific area such as manufacturing, healthcare, commerce, law, agriculture, or infrastructure.

AI Skills

Enable the student to use intelligent tools to learn faster, automate routine work, and create new solutions.

Communication

Turns knowledge into influence by helping students explain ideas, collaborate, and lead.

Problem Solving

Helps students identify meaningful problems and design practical solutions.

Continuous Learning

Keeps the student relevant as tools, industries, and job roles evolve.
The future does not belong to one branch. It belongs to students who combine domain knowledge, AI fluency, communication, problem solving, and the habit of continuous learning.

When I Started My Career...

When I completed my Engineering in 1984 and started Santronix Computers in 1986, learning programming was itself a major challenge.

We learned programming languages, operating systems, and software packages through books, training classes, and continuous practice.

If you wanted to build software, Computer Science was naturally the preferred path.

Today, we are living in a completely different world.

AI tools can explain programming concepts, generate code, suggest improvements, and even help build complete applications.

During the last few months, I have personally experienced this while building my own MuktAI platform with ChatGPT and Codex.

While building the MuktAI platform, I experienced this shift personally. I did not have to master every programming framework before creating something useful. ChatGPT helped me think more clearly, and Codex helped me turn ideas into working applications. That experience convinced me that today’s students can learn software faster than my generation did, but their real advantage will come from combining AI with strong domain knowledge.

That experience has changed the way I think about careers.

What Has Changed in the AI Era?

Twenty years ago, software development required years of learning programming languages before you could build useful applications.

Today, AI can assist us in writing code, explaining concepts, debugging programs, and generating complete application structures.

This does not eliminate the need for skilled engineers.

Instead, it changes where human value lies.

The competitive advantage is shifting from remembering syntax to understanding problems, designing solutions, and collaborating effectively with AI.

AI has taught me something unexpected. No matter how much experience we have, there is always something new to learn.

 

Does That Mean Computer Science Is No Longer Important?

Absolutely not. Computer Science remains an excellent choice for students who genuinely enjoy algorithms, programming, software engineering, computing systems, and the logic behind technology.

But it is no longer the only gateway to technology. If a student’s curiosity is in mechanical systems, electronics, civil infrastructure, commerce, medicine, agriculture, or law, they should not ignore that interest just because Computer Science appears more fashionable today.

The better question is not, “Which branch is safest?” The better question is, “Which field will keep this student curious enough to learn deeply, and how can AI strengthen that journey?”

A motivated Mechanical Engineer, Electronics Engineer, Civil Engineer, Commerce graduate, Doctor, or Lawyer can now learn software development and AI far more easily than before.

AI can write code. Only humans can decide which problems are worth solving.

Then What Should Students Focus On?

This is the advice I now give to students and parents: do not choose a branch only because it is currently fashionable or appears to offer higher salaries.

Choose a field that genuinely interests the student, then build strong domain expertise during the degree.

Then continuously add:

●      AI Skills

●      Programming Skills

●      Digital Skills

●      Communication Skills

This combination will create far more opportunities than depending only on a degree or chasing a short-term trend.

Think About These Combinations


Domain

AI-Enabled Opportunity

Practical Example

Mechanical Engineering

Smart Manufacturing

Predictive maintenance systems that reduce machine downtime.

Electronics

Robotics and Intelligent Devices

AI-enabled IoT devices that sense, learn, and respond intelligently.

Civil Engineering

Smart Infrastructure

Systems that monitor bridges, roads, buildings, and utilities.

Agriculture

Precision Farming

Tools that help farmers optimize water, fertilizer, and crop decisions.

Commerce

Business Intelligence

Dashboards that help organizations understand sales, finance, and operations.

Medicine

Healthcare Innovation

AI-assisted diagnosis, patient monitoring, and decision support.

Law

Legal Technology

Tools that help organize case material, research, and compliance workflows.

Every domain is being transformed by Artificial Intelligence. The future does not belong to AI alone; it belongs to people who combine professional expertise with intelligent digital tools.

One Important Lesson I Learned

While working with ChatGPT and Codex, I learned one important lesson: AI can help us build faster, but it cannot replace human judgment.

AI can generate code, suggest formulas, and even help build applications. But only humans can understand why those applications matter.

AI cannot replace a deep understanding of how a factory works, how an electronic circuit behaves, how accounting principles function, how a farm operates, or how a hospital serves patients.

That knowledge comes from years of learning and experience. When students combine that knowledge with AI, they become much more valuable.

A Message to Students

If you are a student standing at the crossroads of your career, don't worry too much about finding the "perfect" branch.

Instead, ask three simple questions:

·       What kind of problems do I enjoy solving?

·       Which field excites me enough to study deeply?

·       Am I willing to keep learning throughout my life?

If your answer to the last question is Yes, then your journey has already begun.

Because in the AI era, the most successful professionals will not simply be those who know the most. They will be those who continue learning, adapt to change, and combine their domain knowledge with the intelligent use of AI.

Technology will change. Tools will change. Careers will evolve. But curiosity, adaptability, and the willingness to learn will never go out of fashion.

My dream through MuktAI is to help young minds prepare not just for their first job, but for lifelong learning in the AI era.

Advice to Parents

Please do not choose a career for your children based only on today’s market trends, social media discussions, or the fear of missing out.

Spend time understanding their natural interests, strengths, curiosity, and learning style.

A student who enjoys learning in a chosen field will always have a stronger foundation than someone who follows a popular branch without genuine interest.

🌱 The MuktAI Philosophy

We teach people to:

·       Think clearly

·       Solve real problems

·       Build useful applications

·       Use AI wisely

·       Create value

Final Thought

Do not prepare only for the first job. Prepare for the next forty years of learning. Choose a degree for the domain you love, then build your career by continuously adding AI, communication, and problem-solving skills. Your degree opens the first door. Continuous learning opens every door after that.

— Sanjeev Chaudhary
 MuktAI – Awareness Intelligence

www.sanjeevchaudhary.com

© 2026 Sanjeev Chaudhary | MuktAI | www.muktai.in


Yoy can download pdf of this document at this link

Career Guidance in the AI ERA 

Weekend in Washington DC


MuktAI.in


 

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Monday, June 29, 2026

Weekend in Washington DC

 

A Wonderful Weekend in Washington DC 🇺🇸


History, Democracy, Beautiful Weather, and a Lesson in Civic Discipline

During my stay in Raleigh, another memorable weekend journey got added to my USA travel diary.

This time, we planned a short road trip from Raleigh to Washington DC.




Although the destination was one of the world's most important capital cities, what impressed me first was not the monuments—it was the peaceful neighborhood where we stayed.

Our Airbnb was located in a beautiful community filled with charming old houses. Walking through those quiet streets early in the morning felt like stepping back in time. The houses had preserved their traditional character, yet everything around them was neat, clean, and beautifully maintained. It was a wonderful example of how history and modern living can coexist.

The next morning, our sightseeing began.

We visited some of the most iconic landmarks of the United States:

The White House




The Washington Monument






The Lincoln Memorial



The Library of Congress





The U.S. Capitol



Every place carried its own historical significance, but what made the experience even more enjoyable was simply walking through the entire National Mall area.

The weather was pleasantly cloudy throughout the day.

There was no harsh sunlight, making the long walks comfortable and refreshing. Thousands of tourists from different countries were enjoying the same beautiful atmosphere, yet the entire area remained peaceful, organized, and remarkably clean.

As I walked through these famous places, one thought kept coming to my mind.

People often appreciate the infrastructure, monuments, and government systems of developed countries.

But after travelling across different parts of the United States over the past few months, I have realized something even more important.

The real strength of a country lies not only in its infrastructure but also in the discipline of its citizens.

Roads remain clean because people do not litter.

Traffic moves smoothly because people willingly follow rules.

Public places remain beautiful because visitors respect them.

Systems work efficiently because people trust them and cooperate with them.

In many places, there is hardly anyone watching or enforcing the rules.

Yet people continue to follow them.

That silent discipline is perhaps the biggest reason why these systems function so smoothly.

As an Indian, I couldn't help comparing this with our own country.

India has made tremendous progress in infrastructure during the last decade. We are building world-class highways, metro systems, airports, digital services, and modern cities.

The next step in our journey, I believe, is developing the same level of civic discipline among ourselves.

If every citizen starts following simple rules sincerely—not because someone is watching, but because it is the right thing to do—our public systems can become equally efficient.

The responsibility does not belong only to the government.

It belongs to every one of us.

This short weekend trip therefore became much more than a sightseeing tour.

It became another reminder that great nations are built not only by visionary leaders and magnificent buildings, but also by ordinary citizens who consistently do ordinary things in the right way.

Travel always teaches something beyond geography.

Sometimes, the biggest souvenir we bring back is a new way of thinking.

And Washington DC certainly gave me one more such lesson.


MuktAI.in




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Friday, June 26, 2026

Days in Dallas and Raleigh



California gave me unforgettable memories of family, nature, friends, and countless beautiful moments.

Dallas and Raleigh have given me something equally precious—time.


My Workstation in Raleigh



My Workstation in Dallas

Life in both cities has been peaceful, well organized, and surprisingly calm. For the first time in many years, I have found myself with long, uninterrupted hours to simply think, learn, experiment, and explore new ideas. There are no daily distractions or urgent responsibilities—just the freedom to focus on what truly excites me.
During these quiet days, I have been spending several hours every day discussing ideas with my two new AI companions—ChatGPT and Codex. The experience has been fascinating. Together, we have been exploring new possibilities, building applications, and shaping the vision of my new venture, MuktAI.

What I have learned over the past few weeks has changed the way I look at learning, software development, and Artificial Intelligence.
I will share that exciting journey in my next post.
Till then, just enjoying these peaceful moments in Raleigh.

Raleigh

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Sunday, June 21, 2026

Dallas to Raleigh -The unforgettable story of journey


Dallas to Raleigh – Delays, Philadelphia Chaos, and a Beautiful Coincidence ✈️😊
I thought my journey from Dallas to Raleigh would be a simple air travel of a few hours.
But life had written a completely different script for me.
At philadelphia Airport
At Philadelphia Airport

What was supposed to be a short flight eventually turned into an unforgettable 30-hour adventure filled with delays, uncertainty, airport chaos, caring strangers, worried family members, and an unbelievable coincidence.

The day started normally.

Abhishek dropped me at Dallas airport in the morning for my scheduled flight 7:40 am to Raleigh. Everything seemed to be on track. But after waiting for several hours, the flight was delayed again and again.

Finally,at 10 am I took decision to book an evening flight and returned back to Abhishek’s place by uber taxi.
I thought,
“Okay, a few extra hours of waiting. No problem.”
Little did I know that the real adventure had not even started.
Again second time in a day of his working day he again dropped me at Dallas airport at 5 pm.

The evening flight finally took off.
I relaxed in my seat, expecting to reach Raleigh late at night.

But due to bad weather and operational issues, the flight was diverted and landed in Philadelphia instead.

And then began the chaos.
Hundreds of passengers suddenly found themselves stranded.
There was no clear communication from the airline.
People were running from one counter to another, trying to find answers.
One staff member would say something, another would say something else.
Long queues everywhere.
Everyone was tired, frustrated, and confused.
I was travelling alone.

Naturally, my son Abhishek was extremely worried.
He stayed awake the entire night.
While I was moving from counter to counter at Philadelphia airport, he was continuously calling me, checking flight updates online, and trying to contact airline customer service.
Every hour he would call.

In the middle of all this confusion, I met a young girl passenger.
She was almost the same age as Abhishek.
Seeing me struggling to understand the constantly changing situation, she started helping me.
She guided me through the airline process, checked updates on her phone, and patiently explained what was happening.
At that moment, I felt reassured.
The kindness of strangers often shines brightest during difficult times.

Meanwhile, Abhishek kept calling.
I told him,
“Don’t worry. One girl here is helping me a lot.”
Immediately he said,
“That’s great! Give her the phone. Let me talk to her and understand the situation.”
We were on a video call.
I handed over my phone to her.
And then came the moment that none of us expected.
Within a few seconds, both of them exclaimed,
“Hey! You?”
What an amazing coincidence!
They already knew each other.
Not just casually.
They were batchmates from the same batch at the University at Buffalo, Sunny Buffalo.
For a moment, all the airport chaos disappeared.

Here I was, stranded in Philadelphia in the middle of the night, and the stranger helping me turned out to be my son’s own university batchmate!
The world suddenly felt so small.
And I couldn’t stop thinking—
How do such coincidences keep happening during this USA trip?
California surprised me with unexpected meetings, Rotary friendships, and wonderful connections. In Dallas simple Saturday becomes a beautiful landmark in the journey of life.
And now, Philadelphia airport had gifted me another unbelievable story.

There was one more beautiful aspect of this journey.
Another cool couple from Dallas was also travelling with us.
Throughout the delays, uncertainty, and overnight airport adventure, we kept encouraging each other and sharing updates.
At one point, despite all the confusion around us, we decided to click a selfie together. 😊

waiting for re-enter into the gates area

Looking at that selfie now, I realize it perfectly captures the spirit of travel.
The smiles in that photograph do not tell the story of delayed flights or sleepless nights.
They tell the story of resilience, companionship, and finding joy even in difficult situations.

Finally, after nearly 30 hours of travel, I reached Raleigh safely.
Finally reached Raleigh


The tiredness disappeared quickly.
But the memories remained.
Sometimes I feel my USA visit is turning into a wonderful series of amazing coincidences and pleasant surprises.
And perhaps that is the real beauty of travel.
It is not always about reaching the destination on time.

Sometimes it is about the unexpected stories, the caring people we meet along the way, and those little miracles that remind us that the world is much smaller—and much kinder—than we imagine.
And this Dallas to Raleigh journey will always remain one such unforgettable story. 😊

If you are still reading this blog there is practical tip want to share with you.
After getting down in Philadelphia and searching information for next travel connection we were in safe zone till we were in the gated area.
at one point may be because of some rumour about getting hotel vouchers, we were in the situation to be or not be.Because to reach outside airline counter we have to exit gates area and there is warning once exit you can’t return back.
And some members specially the Jayesh bhai from that couple was showing us this warning but as all were rushing in the hope of hotel vouchers we also crossed the gated area boundary and then faced the whole nightmare. Because we couldn’t received hotel voucher nor updated boarding pass. The airline counter said can’t provide hotel voucher and this boarding pass will work for your next day flight 9:40 am.
But as boarding pass not properly updated in security they didn’t allowed us to pass security on the basis of no valid boarding pass


Finally after so many hrs waiting and follow-up some message sent by airline to security team to allow this old boarding pass and finally we could reenter to the gated area after security check for the same flight in Philadelphia.


In short if wouldn’t have exited the gated area in the hoe of hotel vouchers we were safe in the gated area and could have some good sleep but never mind then we may have missed the experience of chaos and this beautiful smiling selfi


On the way to Dallas Airport 2 times in a day


MuktAI.in



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Tuesday, June 16, 2026

फ्रिस्कोमधला एक सुंदर शनिवार

फ्रिस्कोमधला एक सुंदर शनिवार ✨
कार्यसिद्धी हनुमान मंदिराचे आशीर्वाद 🙏
आणि कुटुंबीय मित्रांसोबतची सुंदर संध्याकाळ 🤗😊


आयुष्यातील काही दिवस असे असतात की ते नकळत आपल्या जीवनप्रवासातील मैलाचे दगड बनून जातात.
मला वाटते १३ जून २०२६ हा तसाच एक दिवस होता.
काहीही विशेष नियोजन नव्हते. पण दिवस इतका सुंदर उलगडत गेला की जणू निसर्गाने आधीच त्याची पटकथा लिहून ठेवली होती आणि आपण फक्त आपापल्या भूमिका साकारत होतो.

काही दिवसांपूर्वी आमच्या कुटुंबीय मैत्रीण स्वाती महाजन यांनी सहज विचारले,
"तुम्ही फ्रिस्कोमधील हनुमान मंदिराला भेट दिली आहे का?"
मी म्हणालो,
"अजून नाही, पण या शनिवारी जाण्याचा विचार आहे."
त्यावर त्या लगेच म्हणाल्या,
"मग माझ्या भाचीला नक्की भेटा. ती तिथेच जवळ राहते."

त्यांनी तिचा संपर्क क्रमांक दिला. आमच्यात काही संदेशांची देवाणघेवाण झाली आणि काही मिनिटांतच शनिवारी रात्रीच्या जेवणाचा बेत ठरला.

दरम्यान, माझा मुलगा अभिषेकच्या मित्रांनी शनिवारी दुपारच्या जेवणाचा कार्यक्रम आधीच ठरवला होता.

त्यात भर म्हणजे आमचा नियमित GITians Google Meet रात्री  ९ वाजता (भारतीय वेळेनुसार) म्हणजे डॅलस वेळेनुसार सकाळी १०:३० वाजता ठरलेलाच होता.

अशा प्रकारे दिवसाची सुरुवात झाली जुन्या इंजिनिअरिंग मित्रांसोबतच्या आठवणींनी भरलेल्या गप्पांनी.
११:३० वाजता आम्ही अभिषेकच्या मित्रांसोबत दुपारच्या जेवणासाठी गेलो.

या भेटीत मला सर्वात जास्त आनंद झाला तो या नव्या पिढीचे निरीक्षण करताना.
एकीकडे अभिषेकचा एक मित्र मजेत म्हणाला,
"एका फुटबॉलच्या चेंडूमागे एवढे खेळाडू वेड्यासारखे का धावत असतात?" 😄
आणि सगळेच हसून लोटपोट झाले.
पण काही क्षणांतच हाच ग्रुप शेअर मार्केट, ट्रेडिंग, करिअर आणि तंत्रज्ञान याविषयी अतिशय स्पष्ट आणि परिपक्व चर्चा करू लागला.

त्यांच्यातील एक मित्र तर IIM चा टॉपर होता.

त्यांना Gen Z म्हणा किंवा Millennials, पण ही पिढी खरोखरच विलक्षण आहे—आत्मविश्वासाने भरलेली, प्रतिभावान, व्यावहारिक आणि उत्साहाने ओतप्रोत.

त्यांचे विचार ऐकताना आणि त्यांचे जग अनुभवताना खूप आनंद झाला.

आणखी एक गोष्ट मला विशेष जाणवली. ही पिढी आरोग्याबद्दल खूप जागरूक आहे. नियमित जिम, व्यायाम आणि आहारात पुरेशा प्रोटीनचा समावेश हा त्यांच्या जीवनशैलीचा अविभाज्य भाग आहे.

अभिषेक जेव्हा भारतात येतो आणि आपल्या पारंपरिक जेवणाकडे पाहतो, तेव्हा त्याचा पहिला प्रश्न असतो,

"Where is your protein?" 😄


खरंच, ही एक अशी चांगली सवय आहे जी आपण नक्कीच या नव्या पिढीकडून शिकू शकतो.

दुपारच्या जेवणानंतर आम्ही हनुमान मंदिराकडे रवाना झालो.
ऑनलाईन अपॉइंटमेंट आधीच घेतली होती आणि मंदिरातील अनुभव अत्यंत शांत आणि आध्यात्मिक ठरला.

मंदिरातील प्रसन्न वातावरण, हनुमानजींची दिव्य मूर्ती, सुरू असलेले मंत्रोच्चार आणि सर्वत्र दिसणारी शिस्त यामुळे मनात विलक्षण शांतता आणि सकारात्मकता निर्माण झाली.








हनुमानजींचे दर्शन घेऊन आम्ही आमच्या कुटुंबीय मित्रांच्या घरी रात्रीच्या जेवणासाठी गेलो.

स्वाती महाजन यांनी माझी ओळख त्यांच्या भाची विभा महाजन यांच्याशी करून दिली होती.
पण गप्पांच्या ओघात आणि माझ्या ब्लॉगमुळे  त्यांना समजले की त्यांचे पती नितीन महाजन हे माझ्या वडिलांच्या नात्यातील नातेवाईक आहेत!

आणि मग आठवणींचा धागा आणखी मागे गेला.

माझे वडील इंटर सायन्सचे शिक्षण घेत असताना, साधारण १९५५ च्या सुमारास जळगावजवळील आसोदा येथील त्यांच्या वाड्यात काही दिवस राहिले होते. त्यानंतर त्यांना पुण्यातील बी. जे. मेडिकल कॉलेजमध्ये एमबीबीएससाठी प्रवेश मिळाला.





काय अप्रतिम योगायोग!

सत्तर वर्षांहून अधिक काळ लोटल्यानंतर पुढची पिढी हजारो मैल दूर डॅलसमध्ये भेटते आणि पुन्हा त्याच कौटुंबिक नात्याचा धागा सापडतो.

त्या क्षणी माझ्या तोंडून सहजच शब्द बाहेर पडले—

"दुनिया गोल है!" 🌍😊


आयुष्य पुन्हा पुन्हा आपल्याला सांगत राहते की हे जग खरोखरच खूप छोटे आहे.
काही माणसे आपल्या आयुष्यात अगदी अनपेक्षितपणे येतात.

नाती पिढ्यानपिढ्या प्रवास करत राहतात.
आणि कधी कधी, एक साधासुधा शनिवारही आपल्या जीवनप्रवासातील एक सुंदर मैलाचा दगड बनून जातो.

कार्यसिद्धी हनुमान मंदिरात मी मनापासून एक संकल्प केला आणि त्यासाठी हनुमानजींचे आशीर्वादही मागितले.
तो संकल्प काय होता?
ते कधीतरी अशाच एखाद्या ब्लॉगपोस्टमध्ये नक्की सांगेन.
तोपर्यंत ते एक सुंदर गुपित माझ्या आणि हनुमानजींच्या मनातच राहू दे! 😊🙏


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