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.

🗓️ This will be a 7-day virtual hackathon on 21 - 28 April 💻 Access AI21 Labs' state-of-the-art language models to build innovative applications 💡 Meet and learn from AI21 Labs and Lablab experts 👥 Join the community and find your team ✔️ All levels are welcome, AI tutorials and mentors are there to help you 🏆 Prizes and awards of up to $9000 API credits + $3500 cash ⭐ Receive a certificate of completion and Wordtune premium for submission 🐱‍💻 Sign up now! It's free!

TruLens provides a robust suite of tools for neural network development and monitoring, including LLMs. You can utilize TruLens-Eval for evaluation and TruLens-Explain for deep learning explainability, independently. Explore these valuable tools while taking on the challenge!

Embrace app creation with a game-changing mobile app from Google! 👊 Try new true competitor of ChatGPT 4 💡 Create app with intuitive support fr0m Gemini Ultra 1.0 🤝 Take part alone or form a team with other participants