IITian Once Rejected Stanford PhD and Rs 4 Crore Job to Work on His AI Startup
In a remarkable journey of entrepreneurship, IIT Kharagpur alumni Varun Vummadi and Esha Manideep have successfully raised $61 million in Series A funding for their AI startup, Giga. Their story is particularly inspiring as both founders chose to turn down lucrative offers from prestigious institutions and corporations to pursue their vision in the tech industry.
Turning Down Million-Dollar Opportunities
After graduating, Varun Vummadi faced a significant decision. He had received a PhD offer from Stanford University and a lucrative job offer as a quant trader with an annual package of $525,000 from a high-frequency trading firm. Meanwhile, Esha Manideep, who ranked third in her computer science batch at IIT Kharagpur, was offered a $150,000 position at a leading Indian high-frequency trading company.
Despite these enviable opportunities, the duo decided to forge their own path in the AI space. They founded Giga, a platform aimed at simplifying the use of Large Language Models (LLMs) for enterprises, making advanced AI tools more efficient and accessible.
Innovation Behind Giga
Giga’s technology focuses on providing faster, cheaper, and more specialized alternatives to existing AI systems. According to their statements, Giga’s fine-tuned models are three times faster than the GPT-4 API and cost 70% less, while also outperforming GPT-4 in targeted applications such as healthcare, insurance, and legal services.
Recognizing the growing concerns around data privacy, the founders developed in-house coding assistants and chatbots, allowing companies to integrate AI safely without compromising sensitive information. The launch of their chatbot and fine-tuning APIs marked a significant milestone in their startup journey.
From Applause to Online Backlash
The announcement of their $61 million funding round drew significant attention on social media. Many users praised the founders for their determination and courage, with comments like “Respect” and “They’re true risk-takers” celebrating their choice to prioritize innovation over comfort. However, the attention also attracted harsh trolling regarding their appearances and accents, with some comments veering into racism.
Despite the negativity, many supporters defended the founders, emphasizing that intelligence and purpose are far more important than superficial judgments. This support highlighted the broader conversation about diversity and acceptance in the tech industry.
Recognition and Global Impact
Amidst the challenges, Giga’s achievements and vision have continued to shine. Both Varun Vummadi and Esha Manideep were featured in Forbes’ 30 Under 30 Asia list in 2024, recognizing them as two of the most promising young innovators in the AI sector. Today, with Vummadi serving as CEO and Manideep as CTO, the duo leads Giga from its San Francisco headquarters, transforming enterprise AI and proving that conviction and courage can redefine success.
Conclusion
The story of Varun Vummadi and Esha Manideep serves as an inspiring example of how passion and determination can lead to groundbreaking innovations. Their decision to reject high-paying jobs and prestigious academic opportunities in favor of entrepreneurship reflects a growing trend among young professionals who prioritize creating meaningful impact over financial security.
Note: The journey of Giga illustrates the potential of AI technology and the importance of supporting diverse voices in the tech industry.

