Chowdhury Rifat Ahmed@chowdhury_rifat_ahmed863

FactGuard is a real-time intelligence platform designed to combat misinformation, financial manipulation, counterfeit commerce, and hidden security threats using live web data. The Verify Engine fact-checks claims using SERP-discovered sources and automated web scraping pipelines, scoring each result for credibility, consistency, bias, and freshness before generating an evidence-backed verdict. The Financial Engine analyzes market sentiment, volatility, pricing signals, and company-related activity using live scraped financial data to generate risk assessments, trend analysis, and scenario-based forecasts. The Security Engine monitors the public web for misinformation campaigns, reputational threats, regulatory exposure, and suspicious activity by continuously collecting live articles, discussions, and public mentions in real time. The Cart Engine aggregates retailer listings simultaneously to detect counterfeit products, evaluate pricing quality, identify suspicious sellers, and recommend whether users should buy immediately or wait. FactGuard is powered by two core systems: the SERP API for intelligent source discovery and the Web Scraper infrastructure for extracting, structuring, and processing live web data into actionable intelligence. Reliability is maintained through failover handling, retry systems, and service-level circuit breakers that keep the platform operational during API failures or rate-limit events. No hallucinated citations. No unverifiable claims. Just live data, scored evidence, and intelligence built for real-world decisions.

StudySprint OS is a study app that helps students learn better by turning studying into a game. The app organizes subjects step by step — from country and board all the way down to specific topics and learning goals. Students can track how long they study, take quizzes made just for them, and earn points that unlock new levels, streaks, and badges. The app also shows how well you know each subject with a score from 0 to 100. A daily planner creates a study schedule based on what you're weak at and what you've learned recently. Students can join virtual study rooms to study together in real time with chat. The app predicts your future performance using your study habits and quiz results. You can also get PDF reports of your progress for any time period. Teachers and admins have a dashboard to manage users, subjects, questions, badges, and see overall stats. The frontend uses modern web tools like Next.js and React, the backend runs on NestJS, and data is stored in a cloud database with strong security rules.

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Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.