Madhumitha G@MadhuArun

BeyondWords is an AI-powered Indian Sign Language (ISL) learning platform designed to make sign language learning interactive, accessible, and engaging. Users can learn through structured lessons covering alphabets, numbers, greetings, daily communication, and more. The platform provides AI-powered sign recognition for real-time gesture practice and feedback, along with speech-to-text and text-to-speech features to support communication. BeyondWords also introduces gamified quizzes with multiple levels, image/video-based sign identification, XP, achievements, streaks, and leaderboards. Personalized AI recommendations help learners choose what to practice next, while progress analytics track accuracy, learning sessions, completed lessons, and overall improvement. An admin dashboard enables management of users, lessons, quiz categories, levels, questions, and learning media. The goal is to combine AI, accessibility, and gamification to create a practical and engaging ISL learning experience.

💻 Online Hackathon | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.