Muhammad Mazhar@mazhar

Auto VIN Scout is an AI-powered risk intelligence platform built for used-car buyers who are tired of making $10,000 to $40,000 decisions with incomplete information. The seller always knows more than the buyer. It starts with a VIN lookup that decodes vehicle identity and factory specs using NHTSA data, then fires 8 parallel AI agents to surface price drops, relists, time-on-market anomalies, flood exposure, crime signals, and reliability sentiment. Flood scoring blends FEMA hazard proximity with Open-Meteo precipitation data to flag vehicles that may have been in affected areas. Recall density gives buyers model-level context before they spend money on a deeper inspection. The platform uses Bright Data SERP API to power theft sentiment, crime OSINT, price prediction, and visual salvage detection, enabling risk signals that static VIN databases simply cannot provide. What makes Auto VIN Scout different is the output: instead of dumping raw data, it generates a buyer guidance checklist with inspection questions and seller negotiation prompts tailored to the detected risk signals. The goal is simple buyers walk into conversations knowing exactly what to ask. Built for first-time buyers, remote shoppers, budget-conscious families, and independent inspectors, anyone where the seller has more information than the buyer.

Long Description: BreathGuard AI addresses one of the world’s most urgent health challenges: Chronic Obstructive Pulmonary Disease (COPD), the third leading cause of death globally. Current care models often fail because they are reactive — patients only receive help once symptoms worsen. Our solution shifts the paradigm to proactive and preventive care. Using multi-agent intelligence, BreathGuard AI integrates continuous monitoring of patient vitals with environmental risk data to predict potential exacerbations before they become emergencies. Patients interact naturally with the system using voice-based symptom logging, while a personalized coaching agent guides them on daily routines such as inhaler use, breathing exercises, and activity management. In critical situations, automated alerts instantly notify caregivers or clinicians, ensuring timely response. Beyond patient care, the platform’s design supports hospitals, insurance providers, and healthcare networks with scalable AI-driven tools. By combining predictive analytics, intelligent coaching, and seamless emergency escalation, BreathGuard AI empowers patients to live more confidently while reducing hospitalizations and healthcare costs.

Vision & Mission Empowering visually impaired individuals through a free intelligent navigation assistant using offline multimodal AI as "intelligent eyes." Born at co-creating-with-gpt-5, we enhance safety and autonomy with real-time descriptive audio feedback. Problem Statement Navigating spaces presents challenges for visually impaired people. Unexpected obstacles like benches, signs, and barriers pose safety risks. Traditional aids may miss head-height obstacles or optimal navigation paths. Solution Overview Combining smartphone camera with two-tiered AI architecture: Constant Scanning: MediaPipe continuously monitors video feed Intelligent Analysis: ChatGPT-5 triggers when objects detected Actionable Advice: Natural language descriptions with safe navigation suggestions Audio Feedback: Text-to-speech alerts Key Features Real-time obstacle detection and contextual scene analysis Natural language audio alerts with navigation guidance Efficient two-tiered architecture optimizing battery life Accessible technology with TalkBack, haptic feedback, high-contrast mode Fall Detection & Alert Management: Real-time fall detection with auto-alert emergency contacts via call/email Agentic Workflow: Autonomous operation from video to insights with multi-stage AI agents Live Monitoring Dashboard: Real-time video streams with timeline playback Intelligent Analysis Reports: JSON reports with timestamps, frame analysis, confidence metrics CCTV Integration: AI-powered event detection transforming standard cameras into proactive monitoring systems Technical Architecture CameraX captures continuous video. MediaPipe provides fast object detection. ChatGPT-5 analyzes critical events, generating descriptive guidance converted to speech with cooldown logic preventing user overwhelm.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot 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!