Ayza Khan@ayza

Geo-Vision is an accessibility-first geo-spatial assistant designed to empower low-vision users with clear, trustworthy awareness of their surroundings. The app uses a Retrieval-Augmented Generation (RAG) pipeline that collects real-time data from Google Places and Google Search, then transforms it into short, voice-optimized summaries through Gemini 2.5-Flash. Users simply enter their location and query to receive grounded, hallucination-resistant descriptions of nearby points of interest, complete with distance, direction, and contextual hints. A built-in map and optional TTS output enhance usability and independence. Geo-Vision reduces cognitive load, improves environmental safety, and makes everyday navigation more intuitive and accessible.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!