FoundryAI is a multi-agent startup pitch generator that transforms ideas into complete, investor-ready presentations. The system integrates three specialized agents: PitchAgent, which generates structured startup pitches using the Mistral API; DesignAgent, which creates custom logos or slides via AIMLAPI; and VoiceAgent, which narrates the pitch using ElevenLabs. A Streamlit web interface enables users to input their ideas and instantly receive a pitch, visuals, and narration in one place. While the project references the Coral Protocol as a placeholder for future integration, it is not actively used in the current workflow due to SDK and time constraints. The codebase includes structure and commented sections for a CoralSession object, ensuring that the architecture is future-ready for Coral-based orchestration and agent communication. For now, all agents run independently as Python modules and communicate directly with external APIs. This approach allowed us to deliver a fully functional prototype within the hackathon timeline while leaving room for future Coral-based enhancements.

This project is an AI-powered personalized learning assistant built with Streamlit and deployed on Hugging Face Spaces. It helps users transform their learning goals into a structured study plan, using advanced large language models via the Aimlapi API. ✨ Key Features: Smart Questionnaire: Collects user background (e.g., beginner, student, IT professional), interests (Python, Java, C++…), and goals (job skills, academic research, hobby learning). Repository Recommendations: Based on the user profile, the system recommends high-quality GitHub repositories as learning resources. Learning Units: Each repository is split into study units derived from its README and documentation, making the content easier to digest. Interactive Q&A: On the study page, learners can ask questions in real time; the AI tutor answers patiently with explanations, examples, and practice problem suggestions (e.g., related LeetCode topics). Review Module: After completing a unit, the system generates structured summaries and saves them for later review, supporting spaced repetition. Seamless Deployment: Fully hosted on Hugging Face Spaces, requiring no installation—accessible from any device. This project is designed to be your patient and professional tutor, helping you not only learn from GitHub repositories but also apply the knowledge through guided practice and long-term retention.

Qubic Auditor is an AI-driven smart contract analysis tool purpose-built for the Qubic Network, where smart contracts are written in C++. While most audit tools cater to Solidity-based chains, Qubic Auditor fills a critical gap by providing robust support for native C++ contracts. The tool helps developers, auditors, and DeFi teams ensure code security, efficiency, and maintainability. It detects vulnerabilities (e.g., buffer overflows, access control flaws), suggests gas optimizations, and evaluates overall code quality. All results are clearly explained using Google’s Gemini AI and presented through a clean and intuitive user interface. With support for PDF report exports, real-time feedback, and seamless file uploads, Qubic Auditor streamlines the smart contract audit process. This makes it not just a development tool, but a potential SaaS platform to serve the growing Qubic ecosystem and the Support for Multi-chain Smart Contracts.

We’ve built a thoughtful digital companion designed to help people escape the endless scroll of short videos not by blocking apps or setting strict limits, but by gently understanding and responding to your habits. Rather than just tracking how much time you spend on your phone, it pays attention to how you’re using it how quickly you scroll, how often you switch videos, the mood of the content you’re watching, and more. When it notices you might be stuck in a loop, it steps in with care. This companion doesn’t lecture or interrupt it starts a friendly, meaningful conversation. It might gently encourage you to take a short break, focus on a small goal, or just breathe and reflect for a moment. It’s not about control. It’s about support helping you feel more in charge of your time and attention, while still enjoying the things you love.

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