Time-Saving
Upload once
Your CV becomes the foundation of your candidate profile.
Student advantage
AI-powered internship matching for university students
Stop searching.
Start matching.
Upload your CV once. InternMatch AI understands your skills, finds relevant internships, explains why they fit, and helps you move from discovery to application.
The Student DilemmaInternship searching
Internship searching
shouldn't feel like guesswork.
Students spend hours browsing opportunities without knowing which roles actually fit their background.
Too many listings
Students browse endless opportunities that may not be relevant to their profile.
Core friction point
≠
No clear fit
A job description tells you what a company wants — not how your actual background compares.
Core friction point
Applications everywhere
CVs, cover letters, submissions and interviews become fragmented across different tools.
Core friction point
The Student DilemmaInternship searching
Internship searching
shouldn't feel like guesswork.
Students spend hours browsing opportunities without knowing which roles actually fit their background.
Too many listings
Students browse endless opportunities that may not be relevant to their profile.
Core friction point
≠
No clear fit
A job description tells you what a company wants — not how your actual background compares.
Core friction point
Applications everywhere
CVs, cover letters, submissions and interviews become fragmented across different tools.
Core friction point
The Fundamental Shift
Students don't need more internship listings.
They need to know which opportunities actually fit them.
System WorkflowOne CV.
One CV.
A smarter internship journey.
A continuous transformation from raw document into actionable career intelligence.
1-Click Intake
Upload your CV
PDF or DOCX
Upload once. InternMatch extracts and understands your real academic and project background.
CV intake
Candidate Schema
Build your profile
Structured Data
InternMatch organizes skills, education, experience and projects without repetitive manual entry.
Profile structured
Match Engine
Discover relevant matches
Hybrid Match Scoring
Internships are compared against your actual profile using structured skill data and semantic similarity.
Match calculated
Explainability
Understand why
Grounded Analysis
See your clear strengths, matching skills, missing requirements, and actionable recommendations.
Fit explained
Pipeline Tracker
Apply and track
End-to-End Flow
Prepare tailored application content and monitor progress from saved to interview stages.
Pipeline ready
CV IntakeStructured ProfileMatching EngineWhy You MatchApplication Support
System Workflow
One CV. A smarter internshipjourney.
A continuous transformation from raw document into actionable career intelligence.
1-Click Intake
Upload your CV
PDF or DOCX
Upload once. InternMatch extracts and understands your real academic and project background.
CV intake
Candidate Schema
Build your profile
Structured Data
InternMatch organizes skills, education, experience and projects without repetitive manual entry.
Profile structured
Match Engine
Discover relevant matches
Hybrid Match Scoring
Internships are compared against your actual profile using structured skill data and semantic similarity.
Match calculated
Explainability
Understand why
Grounded Analysis
See your clear strengths, matching skills, missing requirements, and actionable recommendations.
Fit explained
Pipeline Tracker
Apply and track
End-to-End Flow
Prepare tailored application content and monitor progress from saved to interview stages.
Pipeline ready
Product CapabilitiesEngineered for high signal.
Engineered for high signal.
Built for candidate clarity.
Every feature is designed to reduce friction and eliminate ambiguity between your academic background and real employer roles.
CV ANALYSIS
Your CV becomes your profile.
Upload once. Build from what already represents you.
InternMatch turns your CV into a structured candidate profile so you don't repeatedly enter the same information.
Structured extraction of skills, education, experience and projects
Candidate information becomes structured data for matching
Review extracted information before confirming your profile
MATCHUPS
Know where you actually fit.
InternMatch combines skill alignment, semantic similarity and candidate preferences to surface more relevant internship opportunities.
Deterministic Hybrid Scoring
Matches are scored from structured candidate and internship signals rather than generated from scratch. Students can see the main factors behind each match.
WHY YOU MATCH
A percentage isn't enough.
See which skills align, what's missing, and what you can improve before applying.
Explicit breakdown of overlapping skills
!Clear visibility into missing skills
Actionable guidance before submitting an application
APPLICATION SUPPORT
Go from match to application faster.
Create context-aware application content grounded in your real background and the internship requirements.
Application content is grounded in your profile and the role requirements, helping you prepare a more relevant application.
APPLICATION TRACKING
Keep every application in one place.
Follow progress from Saved to Applied, Interviewing and final outcomes.
SavedAppliedInterviewingAccepted
Engineering PhilosophyAI supports the decision —
AI supports the decision —
it doesn't make it.
Your match is calculated from real profile and internship signals. AI explains the result and helps you prepare what comes next.
Your profile
Structured signals
Skills, experience, education, projects and preferences.
SkillsExperienceProjectsPreferences
Match engineCalculated
Hybrid matching
Combines skill alignment, semantic similarity and profile attributes.
Skills
Semantic
Attributes
AI assistance
Explain & prepare
AI explains why you match and helps prepare application content using real context.
Match explanation
Application support
AI does not generate your match score. It helps you understand it and act on it.
Core AdvantagesLess searching.
Less searching.
More relevant opportunities.
A student-first flow for matching, preparation and application progress.
Scroll to explore
Product Walkthrough
See the real workflow.
From your CV to relevant matches and application support.
CV Analysis
Matching
Application Support
For EmployersBuilt for students.
Built for students.
Built for employers, too.
InternMatch AI supports both student and employer workflows, including employer-created opportunities, applicant review, interview workflows, organization verification, and structured hiring support.
Engineering RigorBuilt to hold up
Built to hold up
beyond the demo.
Automated validation, structured architecture and a core product supporting a public mobile release.
Verified metric
1092
Backend tests passed
Automated backend validation suite
1,092 automated backend tests
Protected
AI quota lifecycle
Reservation, settlement, idempotency and stale recovery
Tracked
AI usage telemetry
Tokens, estimated cost, latency, status and errors
iOS + Android
Mobile architecture
Cross-platform React Native / Expo application
Current Platform Status
Core product built and validated; now publicly available on the App Store and Google Play.
Core technology
React Native / ExpoFastAPIPostgreSQL + pgvectorGeminiRevenueCat
Validation is part of the product workflow — not something added only for the demo.
Roadmap & MilestonesFrom Shipaton
From Shipaton
to a real product.
A disciplined transition from an initial hackathon concept to a public mobile product.
Current · Public Release
Founding Team
Meet the builders.
The people behind the architecture, engineering and product experience of InternMatch AI.
Built by Üsküdar University students · Members of AISS Club
Co-founder / Builder
Mohamad Barakat
Üsküdar University · AISS Club
Engineering Focus
BackendAI ArchitectureInfrastructureProduct
Co-founder / Builder
Selenur Yurdakul
Üsküdar University · AISS Club
Engineering Focus
MobileFrontendProduct Experience
Frequently Asked Questions
Answers to common questions.
Everything you need to know about our matching engine, CV handling, and app availability.
Not exactly. InternMatch focuses on helping students understand which internship opportunities fit their profile and why, while also supporting employer workflows for opportunities and applications.
InternMatch combines structured skills, semantic similarity and candidate preferences rather than relying on a single AI-generated score.
No. InternMatch analyzes CV information to build the candidate experience; it does not modify the original uploaded CV.
CV information is processed to provide InternMatch features. Our published Privacy Policy explains how this information is handled, retained, secured, and deleted.
InternMatch AI is now available on the App Store and Google Play.
Yes. InternMatch AI is available for iPhone through the App Store and for Android through Google Play.