The AI Medical Assistant is an ambitious project aiming to bridge the gap between initial health inquiry and professional medical resources by providing an intelligent, secure, and user-friendly digital platform. The central concept revolves around leveraging the power of large language models, specifically Google Gemini (gemini-2.5-flash) and OpenAI GPT, to offer natural language health consultations with real-time streaming responses. This core feature is designed to provide immediate, informational guidance on health concerns, acting as a sophisticated symptom checker and resource navigator. Beyond the conversational AI, the application is a full-fledged health management system. Users can meticulously log and monitor symptoms over time using the Symptom Tracking module and securely manage future healthcare interactions through integrated Appointment Management. A comprehensive, secure Medical History profile allows users to maintain critical data on chronic conditions, medications, allergies, and family history. This data is protected by Supabase Row Level Security (RLS), adhering to key security practices for sensitive health information. The platform prioritizes user data privacy and responsive design across all devices.
23 Nov 2025
CongestionAI revolutionizes daily commuting by leveraging artificial intelligence to predict traffic patterns and provide personalized departure recommendations. The platform analyzes multiple data points including historical traffic data, weather conditions, time of day, and real-time road incidents to forecast congestion levels on your regular routes. Users simply input their frequent commutes - origin, destination, and typical travel times - and our AI engine processes this information to deliver intelligent predictions. The system generates commute cards with clear visual indicators showing optimal departure windows, potential congestion hotspots, and alternative timing suggestions to avoid traffic jams. Built with modern web technologies including Next.js for the frontend and Supabase for secure data storage with Row Level Security, CongestionAI ensures user data remains protected while delivering powerful insights. The platform features user authentication, saved commute management, and AI-powered traffic analysis in an intuitive interface. Whether you're a daily commuter trying to minimize drive time or someone planning occasional trips, CongestionAI provides the intelligent forecasting needed to make informed decisions about travel timing. By transforming complex traffic data into actionable recommendations, we're helping users reclaim valuable time and reduce the stress of daily commuting.
19 Nov 2025
YieldFlow is a non-custodial smart contract that serves as a single DeFi Router to optimize stablecoin yield, specifically for USDC. It solves ecosystem fragmentation by aggregating multiple strategies into one secure, dynamic vault. 1. The Problem: Fragmentation and Cost DeFi fragmentation forces users into manual Annual Percentage Yield (APY) comparisons and rebalancing. This process is costly (high gas fees), time-consuming, and prone to error, demanding complex management of multiple token approvals. 2. The Solution: Modular Architecture and Dynamic Routing YieldFlow ensures maximum capital efficiency through its core architecture: a. Adapter Pattern (Modularity): All underlying yield protocols are wrapped in the IProtocolAdapter interface. This design keeps the core Router logic immutable and secure, while allowing simple integration and scalability for new protocols. b. Dynamic Routing: A designated Keeper role dynamically directs user USDC deposits and rebalances funds to the protocol offering the highest APY. Users interact only with the Router, which manages secure transferFrom logic and allocation. 3. Security and Compliance The contract is built on robust standards to ensure user safety: - Contract Protection: Implements ReentrancyGuard and Pausable features from OpenZeppelin for attack mitigation and emergency controls. - Security Practices: Enforces the secure approve(0) -> approve(amount) pattern and utilizes safeTransferFrom methods for all internal token movements. - Transparency: All allocations (getProtocolInfo) and user balances are publicly auditable through view functions. YieldFlow offers a secure, efficient, and scalable platform for institutional-grade USDC yield optimization on any EVM network.
8 Nov 2025
.png&w=640&q=75)
