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PayGuard - Know who you're invoicing
PayGuard Know who you're invoicing before you send the quote. PayGuard is a risk-assessment tool for freelancers and independent contractors. Type what you know about a prospective client — payment history, communication style, anything you've heard — and PayGuard analyzes it for concrete red flags, assigns a risk level, and, when the risk is real, drafts a protective email proposing safer payment terms before you start work. Built for AI Factory — Native.builder Hackathon (lablab.ai × NativelyAI), August 2026. The problem Freelancers and small agencies routinely take on clients who turn out to be slow payers, non-payers, or difficult to work with — and there's rarely a fast way to check a client's reputation before committing time and effort. PayGuard gives freelancers a quick, structured way to sanity-check a new client using whatever information they already have. Who it's for Freelancers, contractors, and small agencies (dev, design, writing, consulting) vetting a new client before signing on. How it works Enter a client name and describe what you know about them — a warning from another freelancer, notes from a call, anything relevant. A Supabase Edge Function sends this to an AI model (via Groq), which: Extracts only concrete red flags actually present in the text (never invents risk that isn't there) Assigns an overall risk level: Low / Medium / High / Insufficient Data Gives 2–4 practical recommendations If risk is Medium or High, automatically drafts a protective email proposing a deposit, milestone payments, or escrow Results are shown immediately — no login, no data saved, fully stateless. Tech stack native.builder — application platform, used to generate the UI, wire the Supabase backend, and deploy the app Groq — fast LLM inference for the risk-analysis step (llama-3.3-70b-versatile) Supabase Edge Functions — serverless backend that keeps API keys secure and off the client React + TypeScript + Tailwin Local development npm install npm run dev
10 Aug 2026
VanGuard - Open Web Theart Intelligence
VANGUARD is an AI-powered open web threat intelligence platform built to fill the blind spots that traditional security tools miss. While SIEMs and firewalls protect the perimeter, they can't see credential dumps on paste sites, silent regulatory updates, or vendor breaches spreading across the open web. VANGUARD solves this by running three parallel detection modules — a Threat Surface Monitor, a Regulatory Change Tracker, and a Vendor Risk Radar — that continuously scan the open web for signals relevant to your organization. All findings are fed into Groq's LLaMA-3.3-70B model, which classifies each alert by severity, extracts indicators of compromise, and generates actionable recommendations in under 30 seconds. Built with React and Vite on the frontend and deployed on Netlify, VANGUARD delivers a cinematic, real-time threat dashboard that turns raw open-web noise into a structured, severity-ranked intelligence report — giving security teams the early warning system they've always needed, powered entirely by AI.
31 May 2026
TradeAgents
AI Trading Agents An automated AI-powered trading system designed to analyze market data, generate trading signals, and execute trades using configurable strategies. 🚀 Features 📊 AI-based trading decision making 🔌 Integration with Kraken API 🧪 Paper trading mode for safe testing ⚙️ Configurable trading parameters 📈 Modular and extensible architecture 🗂️ Project Structure AI-Trading-Agents/ │── ai_agent.py # Core AI trading logic │── app.py # Main application entry point │── config.py # Configuration settings │── kraken_client.py # Kraken API integration │── paper_trader.py # Paper trading simulation │── requirements.txt # Dependencies │── .env # Environment variables
12 Apr 2026
Career Pathfinder AI
Career Pathfinder AI: Revolutionizing Career Development with Artificial Intelligence Career Pathfinder AI is an innovative platform that transforms how professionals approach career growth and job applications. Built on IBM Watsonx's powerful Llama 3.2 90B model, our solution addresses a critical gap in the career development landscape by providing intelligent, personalized guidance through two specialized tools. The Career Planner acts as your personal career strategist, creating customized growth roadmaps with detailed timelines, skill gap analysis, and transition strategies. Whether you're aiming for a promotion, changing roles, or exploring new industries, it provides actionable steps tailored to your unique background and aspirations. The Resume Analyzer serves as your smart application coach, evaluating resume-job compatibility with precision scoring and specific optimization suggestions. It helps you understand exactly how your qualifications match target positions and provides data-driven recommendations to strengthen your applications. What sets Career Pathfinder AI apart is its intelligent input validation system that ensures users provide complete information before analysis, preventing incomplete recommendations. The platform maintains professional communication standards while delivering structured, actionable insights that bridge the gap between career aspirations and practical next steps. By combining advanced AI capabilities with deep career development expertise, we're empowering professionals to make informed decisions, optimize their career trajectories, and navigate the complex job market with confidence and clarity.
23 Nov 2025
