AI Resume & Interview Assistant
A career workspace combining resume analysis, job matching, and interview preparation.
Project illustrationReference inspected . Screenshots show the available interface; sample records and figures are not verified operating results.
Project overview
The public career-tool interface separates PDF resume upload, interview preparation, and job-description comparison. Empty states explain the resume prerequisite, and a distinct history view is clearly marked as a static preview rather than a completed persistence feature.
Reviewed the resume upload, interview preparation, job-match, and history views through in-app navigation. React is identifiable in the delivered frontend. The history page explicitly labels itself a static preview; no resume was uploaded and no AI accuracy or provider response was tested. Earlier company-documented technologies remain separate evidence.
- Services / scope
- AI & Automation
- Contributors
- Project-specific contributors not documented
The business problem
Job applicants need to understand how their resume relates to a role and prepare relevant interview questions. Automated suggestions must remain distinguishable from hiring decisions.
Goals, requirements & constraints
- Make the resume-upload prerequisite clear before analysis.
- Separate interview preparation from job-description comparison.
- Distinguish sample history from actual saved analysis.
Working constraints
- No personal CV was uploaded and no model request was triggered.
- AI scoring, ATS compatibility, and recommendation accuracy are not verified.
- Direct deep links returned 404 during inspection; the corresponding screens were reached through in-app navigation.
- History is publicly labeled a static preview for upcoming integration.
Discovery & available context
Read-only walkthrough of the upload screen and its sidebar routes. Inspected empty states, resume prerequisites, the job-description text area, interview generation controls, and the explicitly static history view. No user interviews or model evaluation are claimed.
Solution & documented scope
The public frontend divides the career workflow into upload/analysis, interview preparation, job matching, and history. Shared resume context is described in the interface; the empty states prevent the preview from implying that a resume has already been analyzed.
Features & functional scope
- PDF upload interface
- Resume-dependent interview preparation screen
- Job-description comparison form
- Sidebar navigation between career tools
- Explicitly labeled static analysis-history preview
User experience & interface
Persistent sidebar labels give each task a distinct destination. Upload and job-match screens start with clear empty states rather than fabricated personal analysis. The history screen’s sample scores are not results from a verified user session.
System architecture
Layers below show only the technology information currently documented for this project.
Technical implementation
Frontend
React
Backend & data
Django
Access & integrations
Authentication providers, authorization rules, APIs, and file storage require project-specific documentation.
Deployment & testing
Deployment configuration, security reviews, and test coverage are not supplied.
Challenges & solutions
A project-specific challenge log has not been provided. Technical incidents, tradeoffs, and their resolutions can be added here when verified.
Results & outcome
The supplied project exposes distinct resume, interview, and job-match interfaces through client navigation.
Analysis accuracy, employment outcomes, and persistent history behavior have not been demonstrated by this read-only review.
Inside the interface
Captured interfaces are labeled with the screen and review context. Select an available screenshot to view it in detail.
Interface preview
Real interface screenshots are not currently available for public review. The cover artwork illustrates this project’s domain.
Technology stack
Frontend & interface
ReactBackend
DjangoInfrastructure & build tools
AI
Groq
Gemini
OllamaProject links
Public project and repository links have not been added.
Project status
A company-supplied portfolio project. Delivery milestones and operational results are not documented.
Explore related work
AI Recruitment Screening
A recruitment workspace for CV processing, screening, and candidate matching.
PythonDjango
Next.js
AI Email & Ticket Assistant
A support workspace for ticket organization and AI-assisted responses.
PythonDjangoReact
Secure Data Sanitization Tool
A desktop utility for controlled file removal, drive sanitization, and operation logs.
PythonTkinterFile handlingHave a similar business challenge?
Tell us what your business needs. We’ll help define the right next step.