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Web Apps
Meridian Career Toolkit
AI-powered resume builder, real-time template engine, and ATS scoring agent
Full-featured career platform combining a guided 3-panel structured resume editor, real-time preview, job-description targeting, automated bullet quantification, ATS keyword scoring, and post-application career agent support.
CategoryWeb Apps
LinksSource
StackNext.js, TypeScript
Scale3-Panel Real-Time
The Challenge
Job seekers struggle with generic resume advice and rigid online editors that either break PDF layouts or fail automated applicant tracking systems (ATS) due to poor semantic structuring.
Architecture & Solution
Built a guided 3-panel workspace: structured schema input on the left, real-time reactive PDF preview in the center, and an AI Career Assistant on the right providing ATS keyword scoring and bullet impact quantification.
Engineering Decisions
- Schema-First Resume Data ModelSeparated resume content from rendering templates, allowing users to switch styles instantly without losing formatting or data.
- ATS-Conforming PDF ExportEngineered PDF generation to guarantee standard single-column text extraction layers, ensuring 100% parsing fidelity in enterprise ATS platforms.
Outcomes
- Assists engineers and professionals in tailoring resumes with measurable impact bullets
- Real-time scoring helps applicants optimize keyword density before applying