Pradhyuth Kuruvadi

Pradhyuth Kuruvadi

AI/ML engineer

PES Universityfull_time, internship
Open to roles
Problem SolvingGIT

Cold to Closed '26

"BharatMedia is India's first AI-powered Agentic Content Orchestrator, built entirely on AWS Bedrock and the Amazon Nova model family. It solves a problem that affects 500 million Indians the complete absence of culturally intelligent digital marketing tools for non-English speaking small business owners. A user describes their business in simple English. BharatMedia's 5-agent AI pipeline powered by Nova Pro, Nova Omni, Nova Reel, Nova Sonic, and Bedrock Guardrails simultaneously researches regional market trends, generates platform-specific content in the user's chosen Indian language, checks cultural sensitivity, optimizes for regional SEO, and schedules for peak engagement times. The entire pipeline completes in 7.4 seconds. The output is not a translation. It is culturally adapted content written the way someone from that city, in that language, for that festival, would actually write it. A Diwali campaign for Varanasi is emotionally and linguistically different from a Diwali campaign for Coimbatore. BharatMedia understands that difference. Built by a solo developer in 7 days using $100 in AWS credits. Full campaign generation costs 43 paise. Monthly infrastructure runs at ₹29,500. Break-even at 300 paid users at ₹99 per month. The business model is designed for the Indian market not adapted from a Western SaaS template. BharatMedia's vision is to become the default marketing layer for every Indian small business the way UPI became the default payment layer. Every artisan, every farmer, every first-generation entrepreneur finally visible, finally heard, in their own language."

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Build for Ambula '26

Build for Ambula '26

In most of India, booking a doctor's appointment still means a phone call, a WhatsApp text to the clinic's personal number, or physically walking in and waiting. Digital-first platforms quietly assume everyone can navigate an app in English but the people who most need reliable healthcare access (elderly patients, non-English speakers, first-time smartphone users) are exactly the ones left out. We built CareLoop to close that gap without asking anyone to change their habits. If you can send a WhatsApp message, you can book an appointment in your own language, from a clinic that's often just a few doors away. No app download, no login, no learning curve. Under the hood, we didn't cut corners on the hard part: double-booking. Instead of app-level checks that can race and fail, we pushed that guarantee down to the database itself a unique constraint that makes it physically impossible for two patients to claim the same slot, even under simultaneous requests. We proved it, not just claimed it, with a concurrency test firing parallel booking attempts. We also noticed something while building: the same WhatsApp number a nurse uses to text a patient's family could just as easily update clinic inventory in real time "1 injection done" becomes a live stock update on the doctor's dashboard, no separate system, no double entry. One channel, two roles, one source of truth. This isn't a demo built to impress a judge for five minutes. It's built the way we'd want it to work if our own grandparents were the ones trying to book the appointment.

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