A Vercel-hosted chatbot utilizing RAG to provide real-time, context-aware responses regarding professional capabilities.
Traditional resumes and portfolios are static—they cannot answer follow-up questions or adapt to context-specific inquiries about experience and fit.
We designed and deployed a Retrieval-Augmented Generation chatbot on Vercel, loading professional documentation from a MongoDB knowledge base into the system prompt and routing LLM requests through OpenRouter so responses stay grounded in retrievable facts rather than speculation.
An always-available AI concierge that discusses experience, technical capabilities, and project history with sourced accuracy. Privacy for the live chat is described in the Concierge Privacy & Terms (https://candidate-concierge.fastdogcoding.com/privacy).
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