Beyond the ₹4 Crore Offer: The IIT Grads Who Risked It All to Build a $61 Million AI Startup
In a country where an IIT degree has long been considered a golden ticket to corporate stability—a ticket to high-paying jobs in Silicon Valley or prestigious roles in global finance—two graduates from IIT Kharagpur have scripted a different kind of success story.
Meet Varun Vummadi and Esha Manideep, the co-founders of Giga, a San Francisco-based AI startup building voice-based agents for enterprise customer support. Their journey is a masterclass in risk-taking, resilience, and the shifting aspirations of India’s young tech talent.
Both were at the top of their game. Upon graduation, Vummadi had the world at his feet: a $525,000 (approx ₹4 crore) annual package as a quant trader at a high-frequency trading firm and an offer for a PhD at Stanford University . Manideep, who ranked third in her computer science batch, turned down a $150,000 role at a top Indian HFT firm .
Instead of cashing in, they decided to build. “Esha and I started Giga in our college dorm. At first, I just wanted to start a company with my best friend,” Vummadi said on the company’s website . It was a gamble that left Vummadi’s parents deeply unhappy initially, requiring a lot of convincing to bring them around .
The Pivot: Why AI and Why Voice?
Unlike the first wave of Indian startups that focused on e-commerce or hyperlocal delivery, Vummadi and Manideep identified a gap in the burgeoning AI ecosystem. While large language models (LLMs) like GPT-4 are powerful, they are expensive, slow, and often rigid for specific business needs.
Giga was built to solve this. The startup builds AI agents capable of understanding customer intent, tone, and language to automate support calls . The technology promises significant efficiency gains: Giga claims its fine-tuned models are three times faster than GPT-4, cost 70% less, and outperform the general-purpose model in specific verticals like healthcare, insurance, and legal services .
Their bet paid off spectacularly. In 2025, Giga raised a massive $61 million (approx ₹500 crore) Series A round led by Redpoint Ventures, marking it as one of the largest early-stage AI funding rounds for Indian founders abroad .
The Financial Snapshot:
| Metric | Details |
|---|---|
| Co-Founders | Varun Vummadi & Esha Manideep |
| Education | IIT Kharagpur |
| Rejected Offer | $525,000 Quant Role + Stanford PhD |
| Startup | Giga (Voice AI for Enterprises) |
| Key Investor | Redpoint Ventures |
| Total Raised | $61 Million (₹500 Crore) |
The Flip Side: Controversy and Criticism
However, the path to the top has not been without thorns. Giga has been at the center of a significant social media storm.
The Extortion Allegations
Shortly after the $61 million funding announcement, a former employee named Jared posted a viral thread on X (formerly Twitter) alleging malpractices at the company. The claims included misrepresentation of revenue figures, excessive working hours, and inappropriate remarks .
Giga responded forcefully, claiming the company was being extorted. In a statement, the startup alleged that a small group of individuals had “illegally obtained confidential company information” and threatened to release manipulated data unless $3 million was wired to an anonymous crypto account . The company has maintained that these are attempts at blackmail and denied any wrongdoing.
The Social Media Backlash
Beyond the legal disputes, the founders also faced an ugly wave of trolling. When a video of the founders discussing their success went viral, comments sections were flooded with racist remarks about their appearances and accents . In a bizarre turn, some trolls suggested the company should hire “prettier people.”
The Bigger Picture: A Cultural Shift
Despite the controversies, the story of Giga is a powerful barometer of India’s changing startup landscape.
1. The Death of “Risk-Free” Careers
The notion that the best IITians should only strive for a US-based salary is fading. Vummadi’s decision to reject a life-changing sum of money to stay in the uncertain world of startups reflects a deeper confidence in India’s ability to generate wealth through innovation .
2. Deep-Tech Ambitions
Unlike the consumer-tech boom of the 2010s, Giga represents a shift toward DeepTech. These founders are not arbitraging labor or localizing a foreign app; they are building core AI infrastructure to compete with giants like Google and OpenAI, aiming at a global market from day one.
3. Entrepreneurial Aspiration
Y Combinator Partner Jared Friedman recently praised Giga, calling it one of the “first great AI companies to come out of India” . This endorsement from the world’s most prestigious accelerator validates that Indian founders can build world-class product companies, not just service providers.
The Road Ahead
Giga’s journey is far from over. With $61 million in the bank, the startup is scaling its team and expanding its client base to include major e-commerce, banking, and healthcare players . While the allegations of fraud remain a cloud over the company—and the founders continue to face scrutiny—the core narrative remains compelling.
Vummadi’s leap of faith is a landmark moment. It signals that the new generation of Indian tech talent values ownership and impact over a guaranteed paycheck.
