Read the resume
PDFBox extracts text into a candidate-centered preparation workflow.
ITFresher
JAVA / FULL-STACK PRODUCTStudent & company workspaces
Preparation, with a thread running through it.
THE CONTEXT
Connect resume analysis, practice and interview feedback in one student journey.
THE KEY DECISION
Use a shared candidate model with separate student and company permissions.
THE RESULT
A Java-backed preparation workflow connected to a Next.js interface.
ITFresherCONTEXT → PRACTICE
MECHANISM STUDY / 05SCHEMATIC
TAKE A CLOSER LOOKSELECT A STAGE ↓
SCROLL TO TRACE. SELECT TO EXPLORE.
Follow the connections as you scroll, or select a stage to see what happens there.
Practice deliberately
Study material, quizzes and mock interviews create a connected history.
Review the feedback
Transcription and evaluation feed the student record and company review view.
A career-preparation platform that brings resume analysis, study material, quizzes and mock interview feedback together, with a separate company-side candidate view.
PROJECT TYPE
Java full-stack engineering
FOCUS
Java + Full stack + Backend + AI / ML
STATUS
Student & company workspaces
/01
The question.
Preparation tools often lose context at every step. Resume data, practice attempts and interview feedback need a shared model, while student and company actions need distinct authorization.
/02
The approach.
Spring Boot and MongoDB carry candidate records, quiz attempts and interview sessions. PDFBox extracts resume text. Configured model services support analysis, quiz creation and interview feedback; Whisper handles the audio path, with typed answers also supported.
/03
What came out of it.
A Next.js frontend connects the student journey with candidate review. The current Java build specifies Java 22 and Spring Boot 4.0.5, correcting the older versions listed in the README. External mail, OAuth and AI paths depend on configuration.
01
Java at the center
Spring controllers, services and repositories give authentication, documents and interview records clear responsibilities.
02
Two ways to answer
The interview service supports typed responses and audio transcription, preserving a path when microphone input is unsuitable.
03
Human review remains human
Company views expose candidate history and preparation signals. This portfolio does not represent those signals as automated hiring decisions.
Under the surface.
- Backend
- Java 22 · Spring Boot 4.0.5 · Spring Security · MongoDB
- Documents & feedback
- PDFBox · configured language model · Whisper
- Product
- Next.js · TypeScript · media capture · role-specific views
SCOPE & LIMITS
- Mail, OAuth and AI integrations require configured external services.
- AI feedback is a preparation aid, not a validated employment assessment.
- No public deployment is advertised without a verified usable link.
NEXT PROJECT / 06
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