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The BITS Pilani Experience

There is a invisible binding thread among most BITSian’s - optimistic, easy going, but somewhat pragmatic. The sky is the limit, but most of them realize flying in hot air pockets is easy - it’s the takeoff that hurts.

Act 1

I guess there is a flavour of cheerful pragmatism that is uniquely BITSian. You can get ice cream and ice cream shakes anywhere - but Sharma’s MNB is uniquely BITSian.

I am no longer in BITS Pilani. I have never lived in places where my parents grew up. I am a thousand miles from the evening sea breeze where I grew up. Yet, the aroma of each of these places is fragrance to my heart. I carry them within me. And spread them as I meet other thawing hearts.

There is utility of history beyond nostalgia. It is the greatest teacher if you are willing to listen. Just listen.

I learned to love the Past in BITS Pilani.


The strong undercurrent of impostor syndrome sweeps too many into the arms of Erebus. Erebus is darkness incarnate.

A teacher used to tell that always hire the second ranker from any college. Why? Because he has the most fire in his belly.

I entered BITS Pilani hoping to find an identity for myself. Penance for my “poor” JEE performance. In some ways, BITS Pilani is what happens all seconds of world’s most rigorous examination system are locked in a desert jail.

Do you want to build a robotics company? A drone company? Or participate in the Hyperloop competition? Or participate in a business competition? Win that Microsoft code.fun.do hackathon? Learn to play the guitar? Date the cute girl in your DSA class?

There is someone who can do each of the above better than you: a national level tabla player, the internationally acclaimed actor, the accidental GSoCer, the genius hacker, the CXO of a $0.5M company - and that cute girl in my DSA class had a boyfriend studying CS at IIT Delhi or UC Berkeley.

The odds are there is someone who is doing each of the above better than you.

The odds are there is someone who is doing all of the above better than you.

It’s a sport. It’s a race. You feel like ambition is a virtue. Isn’t it?

I left knowing that my search for identity is not only on the outside. It’s not out there, some of it is inside.

Ambition is not a virtue. It might even be sin.

I learned to question virtues themselves in BITS Pilani.


The Japanese have a strange art called Kintsugi. As per the art, you repair broken vessels with something precious, such as gold. The practice is related to the Japanese philosophy which calls for seeing beauty in the flawed or imperfect.

If students are vessels to be filled with wisdom and knowledge, Pilani shatters them before it repairs them. Some don’t break, yet they are chipped away. The weather, the culture, the competition.

Sometimes when I talk to my old friends from Pilani, I can see the cracks. I can see the glimmer where the hallowed walls broke them, as if a rite of passage or sacrifice. They fall silent, their voice quakes and sometimes they just nod.

Then, there is a faint smile. That glimmer?

That’s gold. It’s magic.

-- Nirant, 2012C6PS694P

Cover Image Credits: Ravali Priya Gandhapuneni

Originally appeared as an answer to How is your experience at BITS Pilani? What did you get? What did you expect? on Quora in 2017

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How to prepare for a Data Science job from college?

A Getting Started Guide

Let us get our facts straight, shall we?

I am writing from my non-existent but probably relevant experience. I worked in a Machine Learning role at Samsung Research, Bengaluru. It is only 1 of the 4 research enterprises which hire Machine Learning researchers from Indian colleges — the other being Microsoft, Xerox, and IBM Watson.

I am now in a even more Computer Vision focused role for a small enterprise tech company. Here are some pointers:

Forget the courses

I am from BITS Pilani, Pilani Campus. College courses and even a lot of popular MOOCs are mostly useless in getting a Machine Learning or Data Science role. They don’t have enough of a learning curve at most colleges. Neither in theory nor in programming skills.

Build a project worth noting

Have you done any decent Machine Learning projects? What is the largest data size that you have handled? What is the most complex data set that you handled? How important was the problem that you applied Machine Learning to the society? Participate in Kaggle competitions and Hackathons, if you don’t have good answers to these questions.

Intern in your summers

Summers and semester internship programs in a Machine Learning or Data Science role. I did my semester internship at a startup and skipped Amazon against lot of prevailing (and probably correct) wisdom at the time. I was grilled on my intern project in my campus interview.

Share your results

Share like a madman: In a Medium blog, put your code on Github and get a paper published. It is easier (and more tedious) than most people think. My friend’s first paper was in a reputed Springer Lecture Notes in Computer Science. He did not get any guidance from any Professor.

Demo or Die

Projects on the web, projects which can be demo'd using a video or something similar. Essentially, a portfolio that you can showcase to potential recruiters. I walked into an interview with a video of my previous project on phone.

Linkedin India hires as Software Engineers but allows you to grow into a Data Science role. Microsoft Research has among the best research organisations in Computer Science in India. I’d love to work there.

Organisations like IBM Research, Xerox tend to prefer Masters and PhD students over plain undergraduates. You might want to bring that on the table. A Masters in CS can also give you the time to polish your Machine Learning portfolio too.

The simplified formula to get to a Data Science role is this: Build, build more, share and sell

A 2016 version of this is available on Medium

The Case Against Work Life Balance

Note from Nirant: This is an archived blog post from here by Syam Sankar. I am not the author of this post. I'm archiving it here since the original source is no longer available.

I've taken the liberty to copy paste the raw text:

Given my journey, you can imagine my first reaction to questions of work-life balance is fairly unsympathetic. I want to protest that, by legitimizing such a false dichotomy, you’re pre-empting a much more meaningful conversation. But I suspect that conversation is closer to the heart of this anxiety than most people realize.

If you’re worrying about work-life balance at the beginning of your career, and you’re reading this, I’m guessing you’re not lazy. You’re not looking for an easy life (even if this seems like an appealing concept right after midterms). I’m willing to bet that what you’re really worried about is someone else owning your most precious possession: your future.

Staring into the abyss of companies that glorify triple-digit hours (never mind the substance of the work), this makes intuitive sense. But having surveyed the landscape of high-tech hiring, I’m convinced you should be just as concerned about jobs that promise high stimulation and total comfort. When you let yourself be sold on easy hours, outrageous perks, and glib assurances about the project you’ll join and the technologies you’ll get to play with, you’ve just agreed to let your future become someone else’s.

I hate the construct of work-life balance for the same reason I love engineering: the reality is dynamic and generative, not zero-sum. It’s about transcending the constraints of simplistic calculations. Creating the life and the work you want are by no means easy challenges, but they are absolutely attainable. What’s not realistic is thinking you can own your future and be comfortable at the same time. Grit, not virtuosity, will be the biggest determinant of your success, for reasons I’ll explore in a bit.

At the same time, grit and discipline aren’t enough. You need purpose. And I can state categorically that the purpose you discover, with all the sacrifice that entails, will be more motivating and meaningful than the one handed to you in the form of some glamorous project that, realistically, will succeed or fail regardless of your involvement.

The catch, of course, is that true purpose doesn’t sit around waiting to be discovered. It requires constant pursuit. Here’s what I’ve learned from a decade and a half of sprinting.

There’s no time like now. As learning animals, we’re subject to various ages of cognitive potency. As a young child, your aptitude for acquiring a language or learning an instrument is at its peak. Accordingly, as a professional, your early 20s are the most formative stage. It is absolutely critical to make the most of this time because the pace of learning grows slower and more incremental as you age, whether we care to admit it or not. Of course, you can always learn new things, but most often the wisdom of experience is largely the result of earlier realizations having the time to compound into something richer.

The place of maximal learning is often at the point of significant pain. It’s not just about having a more pliable mind - grit, and its close cousin, resilience, are essential for taking your intelligence further than it can get on its own. And while intelligence compounds, grit degrades in the vast majority of cases. Regardless, grit isn’t something you can suddenly develop after a life of leisure. For these reasons, owning your future means choosing grit over the allure of a predictable pace.

Of course, you still need to hold a pace. Studies show that marathoners/endurance runners do tons of self-talk to push past the pain. “It’s a marathon, not a sprint” is a well-worn cliché, but it’s striking how often it’s invoked to rationalize comfort as opposed to promoting sustained excellence. Don’t think for a second that elite marathoners have trained to the point that a sub-six-minute mile pace is comfortable. It’s incredibly painful. What separates the truly elite is having found a purpose that makes the sacrifice acceptable.

At the same time, complete self-motivation is incredibly rare. It’s probably not a realistic goal, and that’s fine. Find the people who will sharpen your resolve as well as your ideas. Again, your first step matters. If you choose a job for work-life balance, chances are, so did everyone who came before. Talent is one thing when evaluating your future teammates, but ask yourself this: when you need models and inspiration to be more than you are, will you be able to find them? Where will your gamma radiation come from?

You can find your zen in stressful, chaotic times. In fact, I’d argue this is the norm, even the ideal, for 20-somethings. Some adrenaline is good for your performance. Not having time to waste requires you to focus on the essentials and develop an innate sense of direction. That way, when you do eventually get to let your mind wander, it will be in rewarding directions. These days, I build in calendar blocks for “brain space”. That wouldn’t have made sense 10 or even 5 years ago – not because I have more free time now, but because, early in your career, you learn much more by doing than reflecting. And this can be the difference between creating your future and receiving it in a fancy envelope.

At the limit, you probably should care about work-life balance – it’s not going to remain a static thing your whole life. But at the margin, as a new grad, you should focus on the most important problem. Find the thing that motivates you, work your ass off, learn as much as you can, and trust that today’s gains will compound well into the future – your future.

Working your ass off isn’t bleak – it’s quite the opposite. Provided there’s a purpose, sprinting at an unsustainable pace is an act of tremendous optimism. A mindset of premature retirement might sound rosy, but in truth it’s deeply cynical and extraordinarily insidious – much more so than being overpaid or overpraised, and much harder to correct.

But back to the concept of caring about work-life balance at the limit, how do you know where the limit is? Isn’t life fundamentally uncertain? Here’s what I’ve come to realize: you can’t pre-emptively retire without doing the work that makes you appreciate the chance to rest. Maybe you can, but assuming you have something to contribute, it’s going to be an empty reward. Sacrificing your potential to comfort isn’t a hedge against an early death – it IS an early death. As Emerson wrote in Self-Reliance, "Life only avails, not the having lived. Power ceases in the instant of repose; it resides in the moment of transition from a past to a new state, in the shooting of the gulf, in the darting to an aim.”

We’ve been told over and over to choose life over work in order to achieve balance. I’m urging you, especially at the dawn of your career, to instead choose life over balance, and make the work so meaningful that you wouldn’t want it to exist as a distinct concept. This is how you ensure that your future remains yours.