www.airesumearchitect.com

The platform operates on a hybrid serverless architecture combining Node.js scalability with Python-based AI intelligence. Core Stack: Frontend: React + Vite + TypeScript + Tailwind CSS for blazing-fast, type-safe UI Backend: Firebase Functions (Node.js 20) for serverless compute and API orchestration Database: Firebase Firestore for real-time, NoSQL data storage Hosting: Firebase Hosting with global CDN distribution Multi-Agent AI Architecture: Three specialized AI systems work in concert: DeepSeek — Job search intelligence and opportunity matching Gemini 2.0 Flash — Powers ELO career coach, job tailoring, and insight extraction ChatGLM 4.6 — Multilingual resume and cover letter generation across 6 languages Quantum Intelligence Kernel (Optional Python Backend): A Python FastAPI-based self-learning system that provides: Prompt persistence: Learns from every user interaction to improve output quality Contextual memory: Maintains user journey awareness across sessions Skill pattern recognition: Identifies emerging job market trends and skill requirements Adaptive enrichment: Continuously optimizes AI prompts based on success metrics This hybrid design bridges traditional generative AI with adaptive learning, positioning the platform for advanced career intelligence features. Security & Compliance: reCAPTCHA v3 bot protection HTTPS encryption across all endpoints Content Security Policy (CSP) headers Firebase Authentication with secure token management Analytics & Telemetry: Firebase Analytics for real-time user behavior tracking Google Analytics 4 for conversion funnel optimization Google Tag Manager for flexible event tracking Google Search Console integration (indexed, verified, ranking) Performance: Lighthouse score: 93 (Mobile) / 72 (Desktop) Passes all Core Web Vitals Sub-2-second initial load time Optimized for SEO and accessibility Scalability: Firebase serverless architecture automatically scales from 10 to 10,000,000+ users without configuration changes. Pay-per-use pricing means costs scale linearly with usage. Deployment: Zero-downtime deployment via Firebase CLI. Buyer can deploy under custom domain in minutes using provided configuration files. No server management or DevOps expertise required.