The assistant is restricted to a curated public knowledge base.
Website project | AI deployment
AI Assistant
A source-grounded AI assistant designed to answer questions about verified experience, skills, certifications, and projects without becoming a public general-purpose chatbot.
Role-fit output identifies gaps instead of inventing credentials.
Rate limits, bot protection, and spending controls contain abuse and cost.
Deployment concept
The assistant is designed as a controlled professional search experience rather than a general-purpose chatbot.
What it demonstrates
- Source-grounded answers from an approved professional corpus
- Evidence-based role-fit analysis
- Fixed refusals for unrelated requests
- Source labels for supported answers
Production architecture
The deployment uses a static Cloudflare-hosted site, Pages Functions for validation and source control, Cloudflare AI Gateway Unified Billing for model routing and billing, Cloudflare Turnstile with server-side token verification for bot protection, and layered usage and spend limits.
Guardrails
The model receives no browsing, file-upload, code-execution, email, or calendar tools. Unsupported questions are rejected before or after generation, and answers must cite approved source IDs.
