The Personal Career Navigator project uses a large language model (LLM) – specifically OpenAI's GPT-3.5-turbo – as its core reasoning engine. This model powers every step of the agent’s multi‑stage pipeline: skill extraction, job requirement generation, gap analysis, and roadmap creation.