How a student from a village without computers became an AI

Balaji Ingole didn't grow up with a laptop on his desk or a smartphone in his pocket. In his small village of Udgir, India, technology was a rare luxury—he recalls a time when only a single household in his entire neighborhood owned a television. His first encounter with a computer didn't happen until middle school, and that single moment in a school lab completely rewired his trajectory from a studious kid solving math problems to an IEEE Senior Member driving AI-driven digital transformations.

It is a classic case of how a single exposure to a new tool can change a person's entire worldview. For Ingole, learning the C programming language felt like discovering a portal to infinite possibilities. He didn't just stop at the school curriculum; he became a self-taught tinkerer, diving into database-backed applications, hardware wiring, and the tedious but essential work of tracing error logs.

Today, his workflow is a mix of high-level management and deep-dive technical research. During the week, he works as a Project Manager at Amla Commerce in Milwaukee. His role is centered on the practical deployment of AI within the B2B e-commerce sector, specifically leading digital transformation initiatives that help clients optimize their sales through intelligent automation.

But he doesn't stop when the clock hits 5:00 PM. On the weekends, he shifts back into a researcher mindset, working on highly specialized LLM agent applications and assistive technologies, such as:

• AI-enabled healthcare diagnostic tools.
• Assistive tech for individuals with physical disabilities.

His philosophy is rooted in a "learn by doing" approach. He isn't interested in theoretical models that only work in a vacuum; he prefers to prototype ideas immediately to see if they hold up in a real-world environment. This pragmatic mindset was actually forged during his undergraduate years at COEP Technological University.

One of the most striking stories from his college days involves his sheer persistence in pursuing high-level mentorship. While studying mechanical engineering, he interviewed entrepreneurs for his college magazine. He set his sights on N.R. Narayana Murthy and Sudha Murty, the co-founders of Infosys.

He didn't just send an email and wait. He spent weeks faxing requests for interviews. When Sudha Murty finally agreed to an in-person meeting, Ingole and a classmate had to borrow money from friends to travel nearly 940 kilometers via overnight buses and trains. They ended up washing up in a public bathroom just to look presentable before entering the Infosys campus. That level of grit clearly paid off. Not only did they meet Murty, but Narayana Murthy also wrote a personal note to his college students, encouraging them to seize the technological era they were living in.

Looking at his current career, it’s clear that the "extraordinary moment" Murthy spoke about is exactly what Ingole is building in right now. Whether it is optimizing e-commerce workflows or developing diagnostic AI, he is applying that same relentless, self-taught curiosity to the modern AI stack.