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May 30, 2025
·
Seattle
AI Resume Edits: Preview and Control
Live demo of a resume builder that uses AI to suggest targeted edits, streaming tool calls, and preview‑before‑apply controls for accurate, user‑approved updates.
Overview
I’ll be presenting a resume builder with human-in-the-loop editing that works like Cursor for your resume.
The demo walks through the complete workflow from job scraping and resume import to targeted edits and user approval. I’ll show how conflict-free AI suggestions get generated with streaming tool-calls and updates the UI. The interface gives users close control with “preview before apply” edits so you can finalize your draft exactly how you want.
Links
Claude 4 Sonnet AI optimizes resumes for ATS job matching with NLP.
Tech stack