The AI Resume Stack — Containerizing an Resume Generator

Introduction: ResumeGenAI is an innovative web application that leverages artificial intelligence to generate personalized, professionally formatted resumes tailored to specific job roles. The system employs advanced semantic search technology powered by Sentence Transformers and FAISS (Facebook AI Similarity Search) to intelligently match user qualifications with the most appropriate resume templates.  Users begin by entering a job title, after which the application presents three distinct resume design options: creative, minimal, and modern. The platform then guides users through a comprehensive multi-step form to collect personal details, educational background, and work experience. Using dynamic document processing capabilities, the system automatically populates selected resume templates with user information, replacing placeholders with actual data.  The application supports both DOCX and PDF output formats, allowing users to preview their resumes before final generatio...