Bano Rani@Biaa

LabMate AI is an AI-powered laboratory research copilot designed to help students, researchers, and PhD scholars move from a research idea to a structured research plan more efficiently. Researchers often spend significant time searching across papers, protocols, documentation, and analysis resources to determine how an experiment should be designed and analyzed. LabMate AI brings these planning steps into one workflow. Users describe their research title, hypothesis, experimental technique, sample type, key variables, and expected outcomes. The application then uses AI to generate a structured research plan that can include research objectives, experimental workflows, protocol guidance, materials and reagents, quality-control checklists, bioinformatics or computational analysis pipelines, statistical analysis recommendations, visualization suggestions, expected outcomes, and common best practices. The application is primarily built with Native.builder, using its AI-assisted application development capabilities to create the React-based interface and user workflows. Supabase provides authentication and backend services, while an external LLM API powers AI research-plan generation. Generated research plans can be persisted and accessed through the application for continued use. Our goal is to reduce fragmented research planning and give researchers an intelligent starting point for designing experiments and organizing their analysis workflow. LabMate AI is designed as a research productivity tool and does not replace expert scientific judgment or guarantee scientific accuracy.

AI Co-Founder Agent is an intelligent startup companion designed to help entrepreneurs, founders, and innovation teams build and scale products from idea to execution. The platform functions like a virtual co-founder by combining artificial intelligence with business strategy, product management, and market intelligence. It assists users throughout the entire startup life cycle, from validating an idea to preparing for fundraising and product launch. The agent conducts comprehensive market research by analyzing industry trends, customer pain points, competitor products, and emerging opportunities. It helps founders understand market demand, identify target audiences, evaluate competitors, and discover potential risks before investing significant time and resources into development. By providing data-driven insights and recommendations, the platform enables users to make better strategic decisions. It empowers entrepreneurs with the tools and insights needed to validate concepts, build products efficiently, attract investors, and accelerate startup growth in an increasingly competitive market.

Green Mentor Owly is a AI powered virtual sustainability Mentor for children and young learners. It combines conversational AI, gamified eco-quests, and safe, age-appropriate education to teach green skills in a fun and engaging way. to foster eco-friendly habits and sustainability awareness in children. Children today face a growing disconnect (around 90% of kids lack eco-skills), Traditional education often fails to engage them in eco-friendly practices in a fun, interactive way, ChatGPT are not tailored for safe, age-appropriate learning, leaving a gap for specialized solutions that combine education, play, and measurable eco-impact. we atrget not only children but Parents, educators, schools, eco-clubs, CSR-driven companies, EdTech companies, our differentiation unlike generic ChatGPT, Eco Mentor is a specialized, branded eco-education product, Potential Scalability it can expand to schools, NGOs, CSR programs. AFRICA/ MENA/ASIA and we build environmental & social Impact.

“Talent is universal, but opportunity is not. Millions of underserved students especially in rural or low-income regions struggle with No access to expert career mentorship No awareness of digital/freelance opportunities Poor understanding of AI tools like ChatGPT/Midjourney Difficulty reading academic content or research papers Pressure from family or mental health issues Language or bandwidth barriers A web + SMS + voice-based AI mentor that provides: Personalized career guidance Real mentor connections Research paper summarization and prompt generation Prompt writing skill development Local scholarship and job discovery Culturally aware, low-bandwidth design for underserved communities

🌎 Hybrid Hackathon | 💻 Online Build: 3–8 November 2026 | On-site Phase: 8 November 2026 📍 On-site Venue: Pierpont Place 163 W Pierpont Ave, Salt Lake City, UT 84101, USA ✨ Please note that travel and accommodation are not covered.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.