At a time when artificial intelligence is revolutionizing everything from healthcare diagnostics to hotel management, the line between industries is rapidly blurring. What once belonged solely in the realm of medical innovation now finds relevance in guest satisfaction and intelligent facility management. Kishan Patel’s journey captures this transformation perfectly: what began as a medical chatbot project in college has evolved into a career at the crossroads of data science and hospitality infrastructure.

As a data analyst at USA LEDs, a company providing customized lighting solutions to the hospitality industry. His work, however, is more than just about LEDs. It’s about turning complex data into actionable insights for motel chains and developers. Surprisingly, the root of his career lies in an entirely different domain: healthcare AI. While pursuing his bachelor’s degree in computer engineering, Patel developed an AI-powered medical chatbot capable of addressing basic health queries using natural language processing. “It taught me more than just technical logic,” he says. “It showed me how real-world users engage with tech-and how every good solution begins with understanding them.”