docs/frontend_overview.md

Frontend Overview

Tech

Gradio (Hugging Face Spaces)

Goals

• Simple
• Fast
• Demo-friendly

UI Sections

Resume Upload

Upload PDF

Company Source

• Use built-in list
• Upload CSV

Built-In Lists

• NSBE
• Big Tech
• Finance
• Cyber

Preferences

• Entry-level only
• Remote preferred

Analyze Button

Triggers pipeline

Results Tabs

Ranked Companies

• company
• score

• matches

Matching Jobs

• title
• location
• link

Resume Profile

• skills
• roles

Talking Points

• what to say to recruiter

Design Principles

• no friction
• clear results
• easy to understand