Author(s): Ajit Kumar Singh

Originally published on Towards AI.

Image by Author

Hi Everyone! 👋

Applying for jobs can be tedious and repetitive 😩 — filling out the same details across multiple forms feels like a never-ending task. To simplify this process, I built an AI-powered job application assistant that automatically extracts questions from Google Forms, finds the best answers from your resume, and auto-fills them for you — all in just a few clicks! Here is live app link that is accessible publically auto-job-form-filler-agent 🚀

This app leverages Retrieval-Augmented Generation (RAG) 🧠 using LlamaIndex, OpenRouter LLMs, and Google Forms API to make job applications smarter and faster. Plus, it includes a human feedback loop 🔄, allowing you to review, refine, and personalize AI-generated responses before submitting — ensuring your applications are accurate, professional, and ready to impress! 🚀

IntroductionHow It WorksTechnology Stack & ToolsImplementation Breakdown (Code Walkthrough)Deployment & Live DemoFuture Enhancements & RoadmapConclusion

📌 Problem StatementJob applications can be time-consuming and repetitive ⏳. Job seekers often spend hours manually filling out the same details — name, experience, skills — across multiple forms. This not only wastes valuable time but also increases the chances of errors and inconsistencies, making the process even more frustrating 😩.

💡 Proposed SolutionTo eliminate this hassle, I built an AI-powered… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI