Sidra Tul Muntaha Ghouri@sidratulmuntaha135

In virtual communication—whether in meetings, classrooms, healthcare, or remote work—Deaf and hard-of-hearing individuals still struggle to fully access spoken conversations. Captions lack context, human interpreters are not always available, and sign language is more than just text—it’s expressive, visual, and emotional. SignFlow aims to fill this accessibility gap. SignFlow is an AI-powered Chrome extension that listens to live speech during video calls, understands the meaning using Google Gemini, converts speech to structured sign language using NLP, and generates realistic sign animations through Opus AI video generation tools. These generated sign videos are either retrieved from our sign phrase library stored in Qdrant vector database, or dynamically produced using AI when no pre-recorded sign exists. The entire processing pipeline is hosted and deployed using Surge, ensuring fast, scalable, real-time performance inside the browser. Instead of showing subtitles, SignFlow displays a sign language avatar or animated gesture videos on screen, signing naturally with hand shapes, facial expressions, and flow. The MVP version translates 30–50 basic phrases, supports real-time sign rendering, and integrates smoothly with Zoom, Google Meet, and Microsoft Teams. Key Technologies Used: 🎙️ Gemini API (Speech Understanding & NLP) – accurately extracts meaning and context from spoken language 💬 Custom NLP Models – structure speech into sign grammar format 🎥 Grok / AI Video Generation – create or fetch sign language animations 📁 Qdrant Vector DB – store and retrieve sign gestures efficiently using semantic search 🌐 Chrome Extension Framework – integrates AI-powered sign translation directly into the browser SignFlow is more than an accessibility tool—it’s a real-time communication bridge that makes conversations not just understandable, but truly inclusive.

AI freelancing platform is a generative AI solution to hire by chatting for both buyers and sellers. Allowing completely transparency and not just biased profiles or reviews which makes the platform unvetted and full of unprofessional. With Auto Landing AI, our multi-agentic RAG with vetted freelancers knowledge base for clients as well as qualified clientele leads for freelancers allows us to monetize both side and provide a soothing interface. The multi agentic ability is super fast and optimized with inference token engine like that of groq, which allow multi-shot attempt at completing a request from freelancers and clients allowing more accurate results and optimized performances with smaller models

Dr. AI is an innovative virtual health assistant application designed to provide users with personalized health advice, symptom checking, medication information, and more. Our mission is to make health information accessible, reliable, and comprehensive, empowering users to take control of their well-being. Here are our key objectives: User-Friendly Interface: We aim to create an intuitive and easy-to-navigate platform, allowing users to effortlessly access health-related information and support. Our design focuses on simplicity and usability to ensure a seamless user experience. Personalized Health Tips: Dr. AI delivers customized health tips, diet plans, and exercise routines based on individual user inputs. By understanding each user’s unique health profile, we provide tailored advice to help them achieve their wellness goals. Symptom Checking: Our reliable symptom checker helps users understand potential health conditions and provides recommendations for further action. This feature is designed to offer peace of mind and guidance, making it easier for users to make informed health decisions. With Dr. AI, you're equipped with a comprehensive health partner dedicated to supporting your journey towards a healthier, happier life.

The Inclusive Education Assistant (IEA) app is a groundbreaking solution tailored to the diverse learning needs of students, particularly those with disabilities. By harnessing the advanced capabilities of GPT-4, IEA provides personalized educational support and assistive technologies. Its features include text-to-speech and speech-to-text functions, image recognition and description, video summarization and captioning, as well as adaptive learning algorithms and real-time feedback mechanisms. Moreover, IEA incorporates augmented reality for immersive learning experiences, language translation support, and organizational tools for note-taking and collaboration. The app fosters peer collaboration through shared documents and video conferencing, while also offering teacher and parent dashboards for monitoring progress and providing support. Community forums encourage resource-sharing and mutual assistance among students, parents, and educators. IEA's development prioritizes an intuitive and accessible user interface, ensuring compatibility across various devices. Rigorous testing with diverse user groups guarantees optimal accessibility and usability. The app's launch strategy involves partnerships with educational institutions, special education programs, and advocacy groups to maximize its impact. Comprehensive training sessions empower users to leverage IEA effectively, fostering inclusivity and equity in education. Ultimately, IEA aims to revolutionize the educational landscape by providing equal opportunities for all learners, regardless of their abilities or challenges.

ResearchMate revolutionizes the way researchers, students, and professionals interact with the vast amount of knowledge embedded within PDFs. It seamlessly combines advanced PDF processing with the power of cutting-edge conversational AI, empowering you to unlock the insights hidden within even the most complex research papers, technical reports, and journals. The Problem: PDFs were designed for faithful document presentation, not knowledge extraction. Sifting through dense text, pinpointing key takeaways, and formulating insightful questions can be a time-consuming and laborious process. ResearchMate transforms this experience, making research faster, more efficient, and ultimately leading to deeper insights. How It Works Effortless PDF Conversion: Upload any PDF – from journal articles and lengthy reports to technical manuals. ResearchMate’s intelligent PDF processing understands the structure of the document, extracting the essential text content accurately and reliably. AI-Powered Understanding: The extracted text is then processed by our customized AI models, trained on extensive research literature and scientific concepts. This enables ResearchMate to grasp the nuances and key elements of your uploaded document. Intuitive Conversational Interface: Engage in a natural, question-and-answer dialog with ResearchMate directly about the content of your PDF. Ask clarifying questions, request specific summaries, test hypotheses, or probe for connections to other research. ResearchMate dynamically draws from the knowledge embedded within your PDF to provide tailored, informative responses. Key Features Accurate Summary Generation: Quickly get concise overviews of key sections or the entire document tailored to your focus areas. In-Depth Question Answering: Dive beyond simple search. ResearchMate can answer complex questions, identify relationships, and explain findings within the context of the uploaded PDF.

⏱️ You’ve got 48 hours - create, build, and launch! 🌟 Get direct access to Qubic, mentors, and ecosystem support. 💰 Compete for your share of $44,550 in prizes across two tracks. 🤝 Work solo or team up to design the next wave of blockchain innovation. 🧑‍💻 Sign up and start building on one of the world’s fastest decentralized networks..

Leverage Orchestrate’s digital skills to design solutions that automate repetitive tasks, orchestrate workflows across tools, and empower employees to focus on high-value work. ⏳ Complete your project in just 48 hours and showcase your innovation. 🚀 Gain hands-on experience building with IBM watsonx Orchestrate. 💡 Develop practical AI agents that reshape the way teams and organizations operate. ⭐ Learn directly from experts who will support you throughout the event. 🤝 Team up or work independently to bring your vision to life. 💰 Prizes: $10,000 🧑🏻‍💻 Sign up before the Kick-Off Stream and start shaping the future with IBM watsonx Orchestrate!

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!