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, Turnstile 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.
