GlobalMedTriage is a solution to one of the biggest problems in emergencies: language barriers. When someone calls for help, our system instantly converts their speech into text, translates it into the responder’s language, and provides protocol-driven triage prompts so that first aid instructions can start right away. If the AI is unsure, it uses a confidence check and quickly hands the call to a human interpreter for accuracy. Unlike most telemedicine tools, it also works offline in rural areas with poor connectivity. All calls are encrypted and HIPAA-compliant, ensuring patient safety and privacy. This makes emergency help faster, safer, and accessible to everyone—no matter what language they speak or where they are.

Polish My CV is an AI-powered résumé engine that upgrades any CV into a role-ready, ATS-approved asset. Upload a PDF, DOCX or LinkedIn export, pick the job you want, and our transformer model rewrites every bullet with punchy action verbs, sharp numbers and the exact keywords recruiters and bots screen for. Achievements rise to the top, fluff disappears, and missing metrics are flagged with smart prompts so you can add proof of impact. Choose from sleek single-column templates that sail through scanners, then export as PDF, DOCX or shareable link. Version history lets you tailor endlessly, while built-in interview prep cards ensure you walk into each call confident and convincing. Integrated analytics track opens, and a cover-letter generator aligns pitch perfect with each tailored résumé.

🌳TreeNity: Grow Greener Cities with AI + Community Power 🌱 Smarter Tree Planting. Healthier Urban Forests. Engaged Citizens. TreeNity is your AI-powered assistant for urban forestry. Whether you're a city planner or a concerned citizen, TreeNity helps plant the right trees, monitor their health, and bring your community together to green your neighborhood. 🌿 AI Planning Assistant • Tree Species Recommender – Get the best tree choices based on soil, heat, and biodiversity goals. → “Best trees for your block: Native Shade Trees.” • Plantation Priority Maps – AI heat maps show areas with low tree cover and high heat risk. → “Your area needs 32% more trees. Join our drive!” • Survival Forecasting – Predicts tree survival chances and suggests optimal planting times. 🌲 AI Monitoring System • Tree Health Scanner – Snap a photo, and AI detects pests, drought stress, or damage. → “Tree 1456 shows early drought signs. Watering needed.” • Satellite Canopy Updates – ML tracks canopy growth or loss with real-time updates. → “Your street gained 7% canopy this year!” • Predictive Alerts – Warns about trees at risk based on weather, reports, and past trends. 🌱 Community Engagement • Adopt-a-Tree – Care for a local tree and earn points for watering, health checks, and reports. • Tree ID Game – Snap and identify tree species with AI. Win badges for rare finds! • Neighborhood Challenges – Compete to grow trees in your area. Track progress, earn rewards! • Civic Reporting – Report damaged or dying trees directly to city services with a tap.

Revisit Ink is a personal therapy app that helps users to heal their memories via text, audio, images and videos. We all have memories that deserve healing! Our brains function in a way that capture every incident of our lives as memories and moments, we might hold on to some memories and attach ourselves to them in a particular way or have emotions around them, currently all therapy and meditation apps in the market focus on techniques that help users to meditate, sleep or focus on other forms of healing - but what all of them miss is the concept of how brains and humans function! We all have ideas, thoughts, feelings, emotions attached to our memories, moments, dreams, nightmares etc! We are using capabilities of LLM's to generate healing text, using Llama and Aria to generate images for user memory inputs and using Allegro to generate healing videos according to user inputs! The outcome is users getting a personalized therapy and healing their memories via our app! This idea is clinically tested among psychologists and psychiatrists around the world and with their feedbacks, we have been developing more about it!

Doctor_Assistant_and_Medical_Image_Analyst is an innovative virtual assistant designed specifically for healthcare professionals, particularly in rural areas with limited internet access. This project aims to enhance patient care by providing quick access to accurate, evidence-based medical information and treatment options, enabling doctors to make informed decisions even in challenging environments. By utilizing offline capabilities, the assistant allows healthcare providers to retrieve essential medical data and analyze images without relying on constant internet connectivity. This feature is crucial in remote settings, where timely access to information can significantly impact patient outcomes. Ultimately, the project seeks to empower doctors in underserved regions, ensuring they have the tools needed to deliver effective and safe care.

This project consists of three stages to streamline surgical procedures using AI-driven agents. In the Pre-Surgery phase, CrewAI agents generate a comprehensive report based on the surgery name, prescriptions, test reports, and scan reports. This report consolidates all necessary information for surgical preparation. In the During Surgery phase, the system uses voice activation to assist the surgical team. It listens for questions related to the surgery and provides real-time answers, enhancing decision-making and ensuring seamless operation. In the Post-Surgery phase, the system gathers the patient’s condition, surgery details, and key conversations from the operation to produce a detailed post-surgery report. This final report includes recovery guidelines, patient status, and further recommendations for aftercare, ensuring comprehensive follow-up.

An IBM website chatbot is an advanced AI-powered virtual assistant that plays a pivotal role in enhancing the user experience on IBM’s digital platforms. Designed with cutting-edge technology, the chatbot is integrated into IBM’s website to provide real-time support, guidance, and information to users, making their interaction with the site more efficient and user-friendly. This chatbot is not just a simple query-response system; it is a comprehensive tool that leverages sophisticated AI models, such as the IBM Granite 13B, to deliver a wide range of functionalities tailored to meet the needs of various users. ### Purpose and Functionality The primary purpose of the IBM website chatbot is to assist users in navigating the website, finding relevant information, and resolving issues without the need for human intervention. This is particularly important for large, complex websites like IBM’s, where users might find it challenging to locate specific information or troubleshoot issues on their own. The chatbot serves as a virtual guide, leading users to the right resources, answering frequently asked questions (FAQs), and providing step-by-step assistance for more complicated queries. The chatbot's functionality extends beyond just answering questions. It is designed to handle a variety of tasks that enhance the user experience, such as: - *Website Navigation Assistance*: The chatbot helps users find the information they need by guiding them through different sections of the website. Whether a user is looking for specific product details, support documentation, or company information, the chatbot can quickly direct them to the right page. - *Customer Support*: For users seeking support with IBM products or services, the chatbot offers troubleshooting tips and solutions. It can address common issues directly or escalate more complex problems to human support agents when necessary.

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $10,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (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 January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $10,000 in USDC & $10,000 in GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!

Build a productive AI Agent and compete in this challenge. 💰 $10,000 prize pool for the winners! 🚀 Take your chance and build a proactive AI Agent. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🌉 Join us online or in person in San Francisco for an unforgettable experience! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🕒You have 2 days to complete the challenge. Compete for exciting prizes and exclusive opportunities. It's an amazing opportunity to: 🚀 Compete to craft an app supercharged by IBM’s advanced AI models. 💰 Receive the necessary resources to kick off your app development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

⌚ Take on a 48-hour challenge packed with creativity. 🚀 Build an app powered by Llama 3.2’s capabilities. 🎓 Get advice and support from industry experts along every step of the way. 🏆 Win an opportunity to participate in the Lablab NEXT acceleration program 💰 Stand a chance to win $5,000 in prizes. 🌟 Win the opportunity to be invited, with transport and accommodation covered, to our upcoming Giga Hackathons in Barcelona or Geneva in partnership with UNICEF. 🧑🏻‍💻 Sign up before the Kick-Off Stream to lock in your spot!