Technology

Design a code migration strategy for enterprise applications to be quantum-ready by 2027. Include quantum-safe cryptography replacements, optimization algorithms suitable for quantum acceleration, hybrid quantum-classical architecture patterns, testing frameworks for quantum components, and rollout timeline for production systems handling sensitive data.

Optimize a WebAssembly module for real-time image processing in the browser achieving 60fps on 4K video streams. Include memory layout strategies, SIMD instruction usage, threading models with SharedArrayBuffer, AOT compilation optimization, bundle size reduction under 100KB, and fallback strategies for browsers without Wasm support.

Create an edge AI deployment pipeline for computer vision models running on NVIDIA Jetson Nano with under 100ms inference latency. Include model quantization strategies, framework selection (TensorFlow Lite, ONNX Runtime), power consumption optimization, OTA update mechanisms, and performance monitoring for production IoT deployments.

Design an API security framework for healthcare applications that meets HIPAA, GDPR, and SOC2 requirements. Include authentication with OAuth 2.1 and PKCE, rate limiting with dynamic thresholds, audit logging for all data access, encryption at rest and in transit, vulnerability scanning integration, and incident response procedures for security breaches.

Implement zero-trust architecture for a remote-first software company with 200+ developers. Include identity provider integration with SSO and MFA, device posture assessment for personal laptops, microsegmentation for AWS VPCs, continuous authentication with behavioral biometrics, and incident response procedures for compromised developer accounts.

Create a legacy system modernization plan for COBOL applications running on mainframes that handles current transaction volumes while enabling cloud deployment. Include strangler fig pattern for gradual replacement, API gateway design for legacy integration, data migration strategies with validation, rollback procedures, and timeline for retiring mainframe dependencies.