Usmar Haider@UsmarHaider

ZeroRoute treats the leaderboard formula literally: only tokens through FIREWORKS_BASE_URL count, so the cheapest model is the one running inside the container. The agent contains no Fireworks client at all — zero tokens is not a best case, it is guaranteed by construction. That makes accuracy the whole game, and the design spends the entire 4 GB / 2 vCPU / 10-minute budget on it. A zero-cost regex classifier sorts tasks into eight categories, with a local-LLM rescue pass for reworded prompts that dodge keyword rules. Tasks run in two phases so each model loads exactly once. Phase 1 (Qwen2.5-3B-Instruct): factual Q&A with dual-draft merging, sentiment, summarization with hard enforcement of sentence and word limits, and three-pass NER including a product-focused sweep. Phase 2 (Qwen2.5-Coder-3B): math solved by executed program-of-thought where two independently generated Python programs must agree on the number; logic puzzles brute-forced by generated enumeration code under an exactly-one-solution contract, cross-checked against elimination-style reasoning; code debugging and generation syntax-checked with ast.parse and retried on failure. Engineering for the harness: /output/results.json is valid JSON from second zero and atomically rewritten after every task; a pace guard degrades to fast single-pass answers rather than timing out; peak memory stays under 2.6 GB.

CureWise represents a paradigm shift in healthcare accessibility through specialized AI that targets five critical disease areas: ophthalmology, lymphoma, pneumonia, breast cancer, and kidney disease. Unlike general medical AI, our system features specialized disease-specific assistants accessed through dedicated API endpoints, coupled with advanced image analysis that can detect potential conditions from uploaded medical scans. When concerning patterns are identified, CureWise seamlessly connects patients with nearby specialists and provides plain-language interpretations of medical reports. This integrated approach dramatically reduces critical healthcare timelines—cutting diagnosis time from 66 to 9 days (86% reduction) and specialist access from 24 to 4 days (83% reduction). By connecting patients directly with appropriate specialists and translating complex medical information into actionable insights, CureWise addresses the devastating consequences of diagnostic delays, which contribute to 350,000+ premature deaths annually. Our platform generates revenue through a diversified model: healthcare provider partnerships (40%), insurance integration (25%), enterprise solutions (20%), and consumer freemium services (15%). This sustainable approach enables us to bridge critical care gaps while creating economic value. The future roadmap includes integration with wearable devices like Apple Watch for continuous health monitoring, enabling detection of subtle health changes 4-6 weeks earlier than traditional methods and creating a truly connected health ecosystem. CureWise isn't just a technology platform—it's a healthcare revolution that transforms how patients access specialized medical expertise, understand their conditions, and connect with life-saving care.

Access to timely healthcare remains a challenge for millions due to fragmented hospital information, slow diagnostics, and complex medical reports. MediConnect AI bridges these gaps by offering a unified platform where users can instantly locate nearby hospitals, upload skin images for AI-powered acne and skin disease detection, and analyze blood report PDFs with intelligent explanations. The built-in chatbot answers user questions about their reports, empowering patients with clear, actionable insights. Designed for anyone seeking quick, reliable health support-especially in underserved or emergency situations-MediConnect AI stands out with its seamless integration of geolocation, advanced AI diagnostics, and interactive health guidance. By simplifying healthcare access and understanding, it helps users make informed decisions, reduces anxiety, and accelerates the path to treatment.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!

🕒 Complete the challenge within 48 hours and unlock incredible prizes! 📅 June 13 - June 15 – Participate online, collaborating with innovators and builders to explore a new way of software development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 💰 $80,000 in credits and prizes! ⏳ Sign up before the Kick-Off Stream to secure your spot!

Join us for an exclusive hackathon leading up to the /function1 AI Conference & Exhibition in Dubai (May 2, 2025) - a conference with one pivotal notion: to create a #1 platform for startups and founders of the AI field; to give them the spotlight they often lack, and represent the countless possibilities of Artificial Intelligence. 📅 April 25 – May 1, 2025 – Join us online and collaborate with global AI enthusiasts. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!