Improve dashboard latency caching

Backup current stock predictor strategies

feat: integrate local architecture with HF Space

feat: quick-estimate + background ML + auto-poll

feat: comprehensive optimization — 30 improvements across ML, perf, frontend, security, architecture

feat: market tabs (台股/美股/基金), autocomplete search, favorites filter tabs