DUXE (Digital University eXperience for Education) is a modern, all-in-one student platform designed to simplify and enhance the academic journey. It acts as a centralized hub where students can access high-quality university notes, video lectures, internship opportunities, and AI-powered learning tools. The core idea behind DUXE is to remove scattered resources and bring everything into one structured, easy-to-use digital ecosystem.
From a technical perspective, DUXE is built using a powerful and scalable frontend stack. It uses React 18 with Vite for fast performance and development speed, along with Tailwind CSS for a clean and responsive UI design. Navigation is handled using React Router v6, while React Query (@tanstack/react-query) is used for efficient data fetching and state management. On the backend side, DUXE leverages Firebase, including Authentication, Firestore Database, Storage, Cloud Functions, and Analytics, making it serverless and highly scalable.
The platform also integrates AI-based features such as automatic note summarization, MCQ generation, flashcard creation, and internship matching. These features are designed to improve learning efficiency and save time for students. Even though some AI services are currently in a placeholder stage, they are structured to be easily replaced with real AI APIs in the future.
The ultimate goal of DUXE is to create a complete digital university experience. It aims to help students study smarter, not harder, by providing organized content, personalized tools, and career opportunities in one place. Additionally, it includes role-based moderation, ensuring content quality and reliability. In the long term, DUXE seeks to become a trusted platform where students can learn, grow, and connect with real-world opportunities seamlessly.
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Medora: The AI-Driven Healthcare Management SaaS
Medora is an end-to-end, AI-powered healthcare platform designed to eliminate the operational bottlenecks faced by modern clinics and hospitals. Co-built from scratch with my partner Arti Bugaliya, Medora transitions healthcare facilities from manual, paper-based tracking to a fully automated, scalable digital ecosystem.
Our core focus with Medora was solving real-world friction in patient management, clinical workflows, and data security. Here is what makes it a comprehensive healthcare solution:
Advanced AI Report Analysis: Medical reports uploaded by patients are rarely clean PDFs; they are often poorly lit photos. We engineered a robust AI pipeline using Gemini 2.0 Flash for complex image processing and Groq/Llama-3 for lightning-fast text queries. This allows the system to instantly analyze and summarize messy reports into readable insights for both doctors and non-medical users.
Strict Role-Based Architecture: A clinic requires different data views for different staff members. Medora features strict role-based access control, providing distinct, highly optimized dashboards for Hospital Admins, Doctors, Receptionists, and Lab Technicians.
Automated Clinical Workflows: To reduce administrative overhead, the platform includes seamless appointment scheduling, automated WhatsApp/email reminders to minimize patient no-shows, and digital prescription tools to save doctors time.
High-Performance Tech Stack: Built with a pixel-perfect Next.js frontend and a highly secure FastAPI/PostgreSQL backend. We implemented native asynchronous processing and rate-limiting to ensure the platform handles heavy AI tasks and sensitive medical data securely, with sub-100ms API responses.
Medora isn’t just a basic booking website—it is a production-ready SaaS built to handle real-world edge cases, prioritize patient privacy, and optimize clinic revenue.