Seifeldin Ata Moheyeldin@SeifAta

MemoriaMD is an AI-powered clinical learning platform that transforms lecture PDFs into personalized, interactive learning experiences. Instead of passively reviewing notes, students upload their own lecture materials and practice clinical reasoning through AI-generated patient encounters, adaptive assessments, and personalized study resources. The platform extracts knowledge from uploaded lectures to create a structured Teaching Blueprint, which drives a modular multi-agent AI pipeline. Students can complete realistic OSCE-style patient interviews, receive detailed examiner feedback, and automatically generate targeted clinical MCQs based on their performance. They can also create high-yield MCQs and active-recall flashcards directly from any uploaded lecture PDF, ensuring every resource is tailored to their curriculum. MemoriaMD is built with FastAPI and React and leverages Gemma 3 27B Instruct through Fireworks AI for its AI capabilities. The project is fully containerized with Docker and designed to be scalable, modular, and easy to deploy. Our vision is to move beyond passive studying by giving every medical student a personalized AI clinical mentor that builds confidence, strengthens clinical reasoning, and better prepares them for real patient care.

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🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.