Problem
Students repeatedly enter the same academic and professional information during onboarding and application processes.
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Generative AI
Resume Intelligence System
The Resume Intelligence System extracts academic, technical, and professional information from student resumes and converts it into a structured profile.
Solution
The system parses resumes, identifies important profile details, calculates readiness scores, and prefills relevant profile fields.
Role
My Role
I designed the data schema, scoring system, extraction workflow, storage logic, and profile analysis interface.
Features
Main Features
- Resume text extraction
- Academic information detection
- Skills and experience extraction
- Profile completeness scoring
- Strength and risk analysis
- Automatic onboarding prefill
Stack
Technologies Used
TypeScriptNext.jsPythonLLMZodPDF parsingLocal storage
Challenges
Challenges Faced
- Handling different resume formats
- Preventing incorrect data from overwriting user information
- Creating consistent scores from incomplete resume data
Results & Impact
The system reduces manual data entry and provides students with a clear summary of their application readiness.