Zainab Khan@zainabkhan

QuantumDEX is an AI-powered decentralized exchange built natively on the Qubic Network to stop value leakage in DeFi trading. Today, users routinely overpay because swap routers check only a limited set of paths and ignore fragmented liquidity across chains, pools, and fee tiers. Our idea is to treat every trade as an optimization problem instead of a single DEX call. QuantumDEX runs machine-learning models on top of Qubic’s computational layer to simulate and evaluate thousands of potential routes in parallel before a transaction is sent on-chain. For each swap, we predict slippage, gas impact and MEV risk, then construct the route that maximizes the user’s expected output while honoring their constraints on speed and risk. Under the hood, QuantumDEX consumes on-chain and mempool data, updates models continuously, and exposes the intelligence through a simple, non-custodial interface and a developer-friendly routing API. Traders just connect a wallet and swap; integrators can plug our smart router into wallets, aggregators, or DeFi protocols. By combining scalable compute with adaptive ML, QuantumDEX aims to become the execution layer for Qubic-based DeFi, increasing capital efficiency for liquidity providers and giving end-users consistently better prices across all available pools.

📅 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. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

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Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.