Jack Dean@jackdean_ai

AIYA is a multimodal AI assistant for smart glasses that delivers real-time intelligence — vision, language, and speech — directly in your field of view, hands-free. The Solution AIYA addresses these challenges through a suite of specialized AI agents embedded within smart glasses. Each agent is purpose-built for a specific use case, working together as an orchestrated system: AIYA runs a suite of specialized AI agents on smart glasses, each purpose-built and working together: - Vision Agent — analyzes live frames via GPT-4o/Gemini for scene understanding and object detection. - Translation Agent — OCR detects foreign text and overlays translations instantly on the lens. - Chat Assistant — voice-driven AI guidance, hands-free, no device needed. - Navigation Agent — real-time AR turn-by-turn directions overlaid in view. - Safety & Hazard Agent — monitors for warning signs and hazardous zones, alerting the wearer immediately. Technology Stack AIYA is built on a modular architecture: webcam/glass feed captured via WebRTC, frame analysis via GPT-4o Vision or Gemini, OCR powered by Tesseract.js, gesture and object detection via MediaPipe, avatar-driven responses via D-ID, and AR overlays rendered on-device. The system is designed to be lightweight, low-latency, and deployable on Epson Moverio or Meta RayBan smart glasses. Why AIYA Wins AIYA is not a single-purpose tool — it is an extensible AI agent platform for the physical world. It reduces language barriers, improves safety outcomes, accelerates workforce productivity, and delivers personalized, context-aware intelligence exactly when and where it is needed. The future of AI is not on a screen — it is in your field of view.

CareSight AI is an autonomous, multimodal healthcare assistant designed to reduce clinical paperwork and improve care readiness across the patient journey. The system uses computer vision, OCR, speech recognition, and LLM reasoning (Gemma 3N) to perceive and structure unorganized healthcare data such as documents, images, and spoken responses. Patients begin with a mobile web app to upload IDs, insurance cards, lab reports, and clinical images, or provide voice responses. CareSight AI extracts structured data, validates completeness, and prepares an intake summary. During nurse check-in, the system assists by auto-filling forms, flagging inconsistencies, and supporting preliminary screenings such as cognitive memory tests by recording sessions, transcribing responses, and automatically scoring recall accuracy. Doctors receive a concise, explainable summary highlighting key findings and uncertainties. CareSight AI functions as an autonomous agent following a perception–reasoning–action loop, supporting clinicians without replacing them and enabling scalable, remote-ready healthcare workflows.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

⏱️ Design, build, and launch a real-world AI Agent - As part of Dubai AI Week 📅 Fall 2026 / TBA 🏆 $60,000+ prize pool 🤝 Join solo or with a team. 📍 Location Deriv Offices, One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE On-site participation is by invitation only. Travel and accommodation are not covered. 🧑‍💻 Apply now and build the next generation of AI Agents.

Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products — from initial idea to market-ready app. 📅 February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🤝 Work together in shared AI workspaces where your team and AI agents collaborate in real time 🔧 Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place — from ideation to product to marketing materials, all by prompting and observing 🚀 Focus on real-world products that teams could actually ship and use 🏆 $3,500 in prizes + premium 3-month Complete.dev access for top teams 🧑‍💻 Join your team workspace and start building together

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.