AI Job Search Assistant

An end-to-end AI job search assistant that processes job posting PDFs, extracts structured role data, compares postings against a resume, researches companies, scores fit, and generates market, gap, application advisor, and evaluation reports.

Key Features

• Processes multiple job posting PDFs and extracts structured role data such as skills, seniority, salary signals, and remote-work expectations
• Uses LLM-based analysis with Zod validation to produce reliable, reusable JSON and report artifacts
• Researches target companies with Tavily to add business context, interview angles, and application strategy
• Compares resume content against market demand to identify strengths, missing skills, ATS keyword gaps, and improvement priorities
• Generates targeted application advisor reports with fit scores, matched requirements, missing requirements, resume edits, and cover letter guidance
• Creates self-contained Markdown and HTML reports for market analysis, resume gap analysis, targeted applications, and evaluation results
• Tracks usage, supports verbose diagnostics, and gracefully handles API or research failures during CLI workflows
• Includes an evaluation workflow for extraction consistency, skill recall, and candidate-job fit scoring quality