Inspiration

As quantum computing hardware advances toward commercial viability, classical public-key cryptography faces imminent vulnerability to quantum algorithms like Shor’s and Grover’s. We were inspired by the urgency to bridge the gap between frontier quantum research, post-quantum cryptographic security, and autonomous multi-agent intelligence. Our goal was to build a unified, full-stack deep-tech platform that empowers researchers, developers, and enterprises to seamlessly design quantum circuits, audit smart contracts, and migrate their infrastructure to NIST-standardized post-quantum cryptography.

What it does

QMOOSA is an enterprise-grade platform integrating four core frontier technology pillars:AI Agentic Swarm: Deploys a specialized multi-agent reasoning matrix powered by Google Gemini 3 Flash.Quantum Engine & Visualizer: Facilitates real-time state-vector quantum simulation with interactive 3D Bloch sphere projections of state vectors, such as $\vert{}\psi\rangle = \cos(\theta/2)\vert{}0\rangle + e^{i\phi}\sin(\theta/2)\vert{}1\rangle$.Post-Quantum Cryptography Suite: Provides migration audits and synthesis for NIST FIPS 203, 204, and 205 compliance, including ML-KEM (Kyber) and ML-DSA (Dilithium).Blockchain & Web4 Formal Verification: Conducts automated static analysis, reentrancy guards, and formal verification for Solana Anchor and EVM smart contracts.

How we built it

Frontend Client Layer: Built utilizing React 19, TypeScript, Vite, and Tailwind CSS v4 to deliver a highly interactive interface.Backend & Serverless Infrastructure: Engineered using Node/Express and Netlify Serverless Functions configured via an /api/* unified router.Quantum Architecture: Programmed a state-vector simulation engine utilizing matrix multiplication for single-qubit ($H, X, Y, Z, S, T, R_x, R_y, R_z$) and multi-qubit ($CNOT, CZ, SWAP, Toffoli$) gates.Hardware Bridge: Integrated an IBM Quantum Cloud Bridge REST API client to execute OpenQASM 3.0 circuits directly on real hardware backends like ibm_brisbane, ibm_kyoto, and ibm_osaka.

Challenges we ran into

Building a robust hybrid architecture required harmonizing complex mathematical matrix calculations for the state-vector engine with real-time 3D rendering frameworks like D3 for the probability spectrums. Additionally, orchestrating a seamless flow of data between our serverless endpoints, the multi-agent reasoning matrix, and the asynchronous task management required by the physical IBM Quantum hardware bridge posed significant architectural challenges.

Accomplishments that we're proud of

Successfully synthesizing a multi-agent swarm where specialized agents (Code, Quantum, Chain, Crypto, Algo, and Web4) can autonomously address highly technical domain queries.

Developing the Quantum CTF Arena, which provides gamified adversarial security and quantum algorithm puzzles for tasks like Bell state synthesis and Shor's factoring period estimation.

Creating a robust Post-Quantum Cryptography Lab that provides real-time visual evaluations of Learning With Errors (LWE) hardness against BKZ lattice reduction attacks.

What we learned

Building QMOOSA deepened our expertise in formal mathematical modeling and state-vector computations. We gained profound insights into implementing and auditing the latest NIST post-quantum standards, understanding the intricacies of lattice noise tuning, and evaluating hybrid signature schemes to ensure post-quantum crypto agility on-chain.

What's next for qmoosa-deep-tech-ai-quantum-platform

We plan to scale our enterprise consultation module, facilitating high-throughput defense-grade cryptographic migrations for institutional clients. Additionally, we will expand the capabilities of our Web4-Agent to further pioneer machine-to-machine economies, decentralized AI agent identities (DID), and distributed compute networks.

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Updates

posted an update

Update: We've officially deployed QMOOSA v2.4 with a Gemini 3 Flash multi-agent reasoning matrix, interactive 3D Bloch sphere simulations, NIST FIPS 203/204/205 post-quantum cryptography labs, and direct IBM Quantum cloud execution!

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