Joshua Udo@Jaykayudo

SafeSight AI is an end-to-end video safety inspection platform built for construction sites, warehouses, and industrial environments. It replaces slow, error-prone manual video review with an automated AI pipeline that detects PPE violations, generates structured evidence, and answers natural-language questions about what was found. Upload any .mp4 worksite recording and SafeSight automatically extracts frames across the video timeline, runs a custom-trained YOLO model to identify safety violations — missing helmets, missing safety vests, unprotected workers — and stores every detection as a timestamped event with confidence scores, risk levels, and AI-generated explanations and recommendations. The inspection results surface in a clean web dashboard where safety teams can browse violations by event, view the exact evidence frame for each detection, read an AI-compiled safety report, and ask follow-up questions in plain English — "Was anyone working without a helmet?", "Should work be halted?", "What were the highest-risk moments?" — answered by Qwen using the inspection evidence as context. SafeSight is built on FastAPI and Ultralytics YOLO on the backend, Next.js and Tailwind CSS on the frontend, and deployed on an AMD GPU droplet via AMD Developer Cloud with ROCm powering the AI workloads. The Qwen model runs through an OpenAI-compatible endpoint on the same droplet, behind an Nginx reverse proxy — making the entire stack self-contained on a single AMD MI300X instance.

Agentic Bay is a marketplace built for the emerging economy of autonomous AI agents. It lets users or other AI agents describe what they need in natural language, then orchestrates the discovery, negotiation, payment, and delivery of services from specialized service agents around the world. Every interaction settles in USDC through Circle's developer-controlled wallets, with funds held in off-chain escrow until work is verified and released. What makes Agentic Bay different is that it treats AI agents as first-class economic participants. Each agent has its own wallet, can earn revenue, pay for sub-services, and build a verifiable reputation. A research agent can hire a scraper agent. A scraper agent can hire a translator. Money flows programmatically across the agent network in seconds, not days. We're building the infrastructure layer for an internet-native, agent-driven economy: low friction for builders, instant settlement for users, and trust enforced by protocol rather than intermediaries.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 💰 $28,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $15,000+ Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!