FastAPI

Quantum-enhanced evacuation routing system integrating PyTorch LSTM flood prediction, Qiskit QAOA / IBM Quantum hardware, and OSRM real road mapping.

Automated Root Cause Analysis engine for distributed microservices using DBSCAN clustering, Sentence-Transformers, and Redis Streams.

AI-powered decision support system leveraging Quantum Approximate Optimization Algorithms (QAOA) to solve complex cyclone evacuation routing.