🚀 I Built an AI-Powered Resume Generator That Can't Lie

How I engineered hallucination-proof resume generation with Python, LangChain, and LaTeX If you've ever tried using ChatGPT to write your resume, you've probably noticed the problem: it makes stuff up. It inflates your job titles, invents technologies you've never used, and adds responsibilities that sound impressive but never happened. For something as high-stakes as a resume, that's a deal-breaker. So I built something different. 👉 Python Resume Generator on GitHub The Core Problem With AI + Resumes Most AI resume tools treat the LLM as a content creator. You describe yourself vaguely, the AI fills in the rest — and somewhere in that gap, hallucinations sneak in. I flipped the model entirely. In this system, the LLM is a transformer, not an inventor. It can only rephrase, tailor, and optimize content that you have already provided. If it's not in your profile, it cannot appear in your resume. Period. How It Works The architecture is built around what I call a source-of-truth pipeline