Project 1 – Advert
Inspiration: Sponsorship discovery is still manual and broken. We wanted to fix that.
What it does: Connects event organizers and sponsors with smart, profile-based matchmaking.
How we built it: Next.js frontend, custom multi-step forms, clean UI/UX, data modeling for sponsor-event matching.
Challenges we ran into: Building an intuitive form flow that balances detail with usability.
Accomplishments that we're proud of: Designed a flexible onboarding engine that adapts to both small and large orgs.
What we learned: Sponsorship cycles vary hugely — flexibility and trust indicators matter a lot.
What's next for Advert: Auto-matching, ROI insights, CRM integration, and sponsor renewal nudges.
Project 2: JarvisMD
GITHUB: https://github.com/aadityaamehrotra17/JarvisMD (main branch) Inspiration
Doctors face info overload. We wanted AI agents to triage and coordinate smarter.
What it does: Analyzes chest X-rays, combines them with symptoms, and generates urgency scores + care paths.
How we built it: Stanford-trained ML model, LangChain agents
Challenges we ran into: Coordinating agent workflows and building a usable front-facing triage system.
Accomplishments that we're proud of: Agentic AI that handles multimodal inputs and produces actionable triage plans.
What we learned: LLMs are powerful, but specialized agents + logic routing make the system truly usable.
Project 3: Y58
Inspiration: Students struggle with budgeting. We wanted to gamify saving and simplify tracking.
What it does: Uses OCR for receipt scanning, categorizes expenses, and gamifies saving with perks.
How we built it: React Native frontend, OCR parsing, mock banking API integration.
Challenges we ran into: Making the gamified UX fun but still actionable and financially useful.
Accomplishments that we're proud of: A working pipeline from receipt photo to smart insights + rewards.
What we learned: Gamification only works if the financial nudges feel achievable and personal.
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