He Had IIT Bombay, BCG, and a #1 Trending App. The Hard Part Wasn’t the Profile. It Was the Story.

Utkarsh Singhai did not find GyanOne through a Google search or a Reddit thread. His brother-in-law, Ankur Tiwari, had been through the process. He had seen the work firsthand. And when Utkarsh decided he was ready to apply to Kellogg, Ankur’s recommendation was simple: these are the people you go to.

That detail matters. Utkarsh is an IIT Bombay dual-degree graduate with a JEE rank of 1,274 — 99.8 percentile out of 500,000 candidates. He had worked at BCG, co-founded a product used by 7 million people that hit number one on Google Play Store across all categories in India, bootstrapped an AI startup to $60,000 ARR, and was currently leading product development at a VC-tech platform with Sequoia as a design partner. He could have applied alone. The decision to work with an admissions consultant was itself a considered one — and the fact that a family member’s direct experience was what convinced him says something about what GyanOne’s work looks like from the inside.

Kellogg said yes. But the path there required something the profile alone could not provide.

THE KID WHO FINISHED FIRST IN CLASS — TWICE

Utkarsh grew up with the kind of academic record that tends to precede a very particular kind of pressure. NTSE Scholar, top 0.1% out of a million candidates. JEE rank 1,274, in the 99.8 percentile. At IIT Bombay, where he completed a dual degree in Chemical Engineering between 2012 and 2017, he finished Department Rank 2 in a batch of 36, won the Institute Academic Prize for being first in class for two consecutive years, and received the Undergraduate Research Award for finishing in the top 10% of researchers.

He also completed a management minor from the Shailesh J. Mehta School of Management and cleared CFA Level 1.

“I was used to environments where the benchmark was very high,” he says. “IIT Bombay teaches you that being good is not the same as being distinguished. You are surrounded by people who are all exceptional. You learn quickly that the question is not whether you can keep up. It is what you do with where you end up.”

What he did was leave Chemical Engineering behind entirely and follow a question that had been forming since the management minor: what does it actually take to build something, not study it, not analyse it, but build it from nothing and watch it become real?

BCG, AND THE TURNAROUND NOBODY WANTED

He joined ITC Limited first, managing end-to-end supply chain for key accounts on their Leadership Programme. Then came BCG — and the kind of project that separates people who like the idea of consulting from people who are built for it.

He was assigned to a turnaround project for a financially distressed company with approximately $2.5 billion in annual revenue. He directed cross-company synergy and post-acquisition integration worth roughly $270 million. He planned purchase strategy for $70 million per year and delivered 40% savings. He led negotiations for new procurement models with global suppliers.

“Turnaround work is different from advisory work,” he says. “Nobody wants you there. The company is under stress, the stakeholders are defensive, and the timeline is brutal. You learn to separate what people are saying from what the situation actually requires. And you learn to move fast without creating more chaos than you are resolving.”

BCG gave him the analytical rigour and the commercial fluency. What it could not give him was the thing he most wanted: to build something that was his.

SEVEN MILLION USERS AND THE NUMBER ONE TRENDING APP IN INDIA

When Utkarsh joined DotPe as a founding member, the team had two people. He was one of them.

He built Digital Showroom from zero to more than 7 million users. He scaled the team from 2 to over 100 members. As Head of Product, he developed the product from scratch, launched monetisable features, determined pricing strategy, and built partnerships with Google, Meta, and domain sellers. On 15 August 2021, Digital Showroom was featured in the Made in India Collection on Google Play Store. At its peak, it was the number one trending app on Google Play Store across all categories in India.

“There is a specific feeling when you watch something you built from nothing reach that scale,” he says. “It is not triumphant in the way people imagine. It is more like: okay, this is real. Now what does it need from me that I haven’t given it yet?”

The answer, eventually, was that it needed people who could run it without him. He had built the team. He had built the product. The next chapter required something he had not yet done: start again, from scratch, on his own terms.

BOOTSTRAPPING XARI, AND THE CALL ABOUT WHAT COMES NEXT

He co-founded Xari AI, building generative AI agents for SEO automation. He bootstrapped it to $60,000 ARR with a nine-member founding team. He integrated the product with LinkedIn, Google Ads, Shopify, Wix, WordPress, Meta, and WhatsApp. He sold to customers across the US, India, and Australia and boosted customers’ monthly organic traffic by approximately 100% within six months.

“Bootstrapping is a different education from anything that came before,” he says. “At BCG you have infrastructure. At DotPe you have co-founders and a larger team around you from early on. At Xari it was just the founding team and whatever we could build with what we had. Every decision had a direct cost. Every wrong call was visible immediately.”

The decision about what came next — when to keep building and when to ask whether there was a smarter next step — is one that most founders describe as the loneliest part of the journey. Utkarsh made it honestly. He moved to Synaptic, where he now leads PortfolioIQ product development used by VCs including Lightspeed and Generation Investment Management, with Sequoia HF as design partner for the LP product initiative. He leads a twelve-member team with a focus on AI implementation.

“The question GyanOne kept asking me was: why Kellogg now?” he says. “Not why Kellogg in the abstract. Why now, specifically, after everything you have already built. That is a harder question than it sounds.”

THE PROBLEM WITH A PERFECT PROFILE

When Utkarsh came to GyanOne, the challenge was unusual. This was not a candidate who needed to compensate for weakness. There were no gaps to explain, no below-target scores to contextualise, no difficult years to reframe. The profile was, by any objective measure, extraordinary.

That was the problem.

“A profile that reads as too perfect can feel hollow,” he says. “Admissions committees have seen IIT Bombay graduates before. They have seen BCG consultants before. They have seen founders before. What they have not seen is you — specifically, what you were uncertain about, what cost you something, what you had to figure out without a playbook.”

GyanOne built the Kellogg application around the moments of real uncertainty that the impressive metrics had obscured. The decision to leave BCG’s safety for a startup with two people. The experience of building Xari to $60,000 ARR and then asking honestly what the right next move was. The question of why an MBA at all, for someone who had already done more than most MBAs produce.

The extracurriculars were not listed as achievements. They were woven as evidence of someone who engages with the world beyond a screen. The free eye check-ups he organised for 200-plus workers across six cities through a Corneal Ulcer awareness campaign. The basic mountaineering training across the Himalayas. Proficiency in five dance forms. Travel across 22 countries. First position at district level in Under-16 skating among 500 participants.

“I had never thought of those things as part of my MBA application,” he says. “GyanOne showed me that they were the part of the application that made everything else make sense. Not the IIT rank. Not the BCG turnaround. Those tell you I can do the work. The other things tell you who is doing it.”

WHY KELLOGG

Kellogg’s collaborative, low-ego culture was not a strategic choice for Utkarsh — it was the natural destination for someone who had spent a decade building teams and then empowering them to run without him.

“I have never been interested in being the most impressive person in the room,” he says. “I am interested in building something with people who are better than me at the things I am not good at. That is how Digital Showroom reached 7 million users. That is how Xari got to $60,000 ARR with nine people. And it is exactly what Kellogg’s culture is built around.”

The application made that case specifically and honestly — not as a claim about values but as a pattern visible across every team he had ever built and then handed over.

Kellogg said yes.

FOR THE APPLICANT WHO THINKS THE PROFILE IS ENOUGH

“The profile is not the application,” Utkarsh says. “I learned that. The profile gets you considered. The application is what gets you in. And the application is about something the profile cannot show — which is whether you have been paying attention to your own life, whether you understand what has actually shaped you, and whether you can say something specific and true about where you are going and why it matters.”

For high-achieving candidates who are tempted to let the résumé speak for itself, his journey holds a direct and honest lesson. The strongest profiles are also the most vulnerable to a particular kind of application failure — the one where everything is impressive and nothing is human.

“My brother-in-law told me to go to GyanOne,” he says. “He had been through it. He knew what the difference looked like. I trusted that recommendation. It was the right call.”

Utkarsh Singhai is a GyanOne client who was admitted to Kellogg School of Management. GyanOne has helped high-achieving candidates from IIT, BCG, and founder backgrounds build applications that go beyond the profile and into the story. If you are applying in 2026, start the conversation.