Cam Dresie | Group Product Manager

RAG Career Agent

An AI-powered career agent embedded in my portfolio site that answers questions about my background, projects, skills, and experience. Built with a Retrieval-Augmented Generation (RAG) architecture, the agent uses OpenAI embeddings and FAISS vector search to semantically retrieve the most relevant information from my resume, LinkedIn profile, portfolio projects, leadership philosophy, career timeline, and blog posts before generating responses. The agent includes OpenAI function calling for recording visitor contact details and unanswered questions via Pushover notifications, and is deployed on Hugging Face Spaces with a floating chat widget integrated into every page of the portfolio.

Try It Out

Click the chat button in the bottom-right corner of any page to try the RAG Career Agent live. Ask it anything about my background, projects, skills, or leadership philosophy!

Open Chat Agent
Chat with Cam's AI Agent