Moisha Ndlovu@Moisha

Ask iBake is an AI-powered chatbot created to help baking lovers of all levels. Baking often feels tricky—exact measurements, ingredient substitutions, and fixing mistakes can overwhelm even experienced bakers. Ask iBake solves this by acting as a personal baking assistant that gives instant, accurate, and easy-to-follow guidance. Users can chat naturally with Ask iBake to get answers about recipes, techniques, and troubleshooting. For example, it can suggest the right oven temperature for a cake, guide how to whip cream properly, explain why cookies spread too much, or offer egg-free substitutions. Technically, Ask iBake uses a modern stack with AI integration for conversational responses, a backend to process queries, and a clean, simple frontend for smooth interaction. It works across devices, making it handy right in the kitchen. What makes Ask iBake unique is its specialization. Unlike general cooking apps, it focuses only on baking—cakes, cookies, bread, pastries, frostings, and more. It also teaches techniques like tempering chocolate, crumb coating, and layering. In the future, Ask iBake can expand with voice assistance, personalized recipe suggestions, video tutorials, and even a community hub for bakers. Ask iBake is more than just a chatbot—it’s like having a baking partner by your side, turning kitchen stress into kitchen fun.

The Metro Store AI Assistant is a Flask-based web application designed to enhance the online shopping experience through AI-driven interactions. Powered by the Groq API, it offers natural, friendly conversations, personalized product recommendations, and seamless order processing. Key features include a robust product search, shopping cart management, email order confirmations, and an analytics dashboard for insights into product categories, brands, and pricing trends. Built with Python, Pandas, and Plotly, it integrates a CSV-based product database and supports user sessions for a tailored, engaging shopping journey.

AI Melody Maker is an AI-powered web application built using Streamlit that allows users to effortlessly generate original music content by selecting a mood (e.g., happy, sad, chill), a music genre (e.g., pop, hip hop, classical), and optional keywords or themes (e.g., love, rain, party). Leveraging advanced generative models like GPT for lyrics and music-01 or stable-audio for melody generation, the app produces: Meaningful lyrics aligned with the user's mood and genre Melody snippets (in MIDI or audio formats) using AI music models Catchy song titles based on the provided theme Users can preview their generated song, tweak inputs, and download the lyrics and audio files for personal or creative use. The platform showcases how multiple AI capabilities can be orchestrated to empower creativity, all within a responsive and minimal UI built in Python and deployed via Streamlit Cloud.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

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!

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!