Afia Noor@AfiaNoor

CLOAK-AI is a high-performance privacy-preserving engine designed to bridge the gap between enterprise data utility and strict PII/PCI compliance. Built specifically for the AMD Hackathon, the project addresses the critical risk of sensitive data leakage in Generative AI workflows. By leveraging the massive 192GB VRAM of the AMD Instinct™ MI300X and optimizing inference via ROCm™ 6.1, CLOAK-AI achieves an industry-leading scrubbing latency of just 0.08 seconds. The system utilizes a multi-layer neural architecture: a Llama-3.3-70B model serves as the intelligent reasoning core to identify complex data clusters, while a specialized NLP masking engine handles high-speed scrubbing. The infrastructure is deployed on the AMD Developer Cloud, ensuring that data never leaves the secure environment. Key features include real-time identification of identity documents (Passport/CNIC), financial credentials (IBAN/Credit Cards), and cybersecurity tokens. CLOAK-AI empowers organizations to adopt LLMs safely without compromising user trust or regulatory standards (GDPR/HIPAA).

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.