Screentro.ai Feature

Portfolio Scan

Don’t Interview a Resume—Interview the Work Behind It
Portfolio Scan helps you validate the authenticity of a candidate’s portfolio by analyzing project samples, source code, design work, and writing submissions for originality, ownership, and consistency.

About

What is Portfolio Scan?

Candidates often present projects, designs, or repositories to support their skills—but how can you be sure it's really their work?

Portfolio Scan is an advanced tool that automatically reviews and verifies candidate portfolios, resumes, and public work (like GitHub repos or personal projects). It flags plagiarism, AI-generated content, and inflated or misattributed contributions before the interview even begins.

Whether you're hiring engineers, designers, or marketers, Portfolio Scan helps you assess real capabilities, not just impressive-looking presentations.

Key Areas of Validation:

Code and Technical Projects
· Analyzes GitHub repositories for forked, copied, or AI-generated code.
· Reviews commit history, timestamps, and contributor behavior.
· Flags unusual activity like single-day repo creation or no code evolution.

Design Portfolios
· Uses reverse image search to detect copied or stock-based visuals.
· Checks image metadata and compares with known template sources.
· Verifies hosted portfolio links and authorship signals.

Written Content & Documents
· Runs plagiarism checks against web, academic, and known content databases.
· Detects AI-generated or ghostwritten text using style consistency algorithms.
· Flags mismatches between tone/style across documents.

Resume & Portfolio Consistency
· Cross-validates project claims in resumes against portfolio submissions.
· Identifies vague attributions like “led a team” without clear output evidence.
· Tracks timeline plausibility and parallel project inconsistencies.

Why It Matters?

🔍 Catch Red Flags Early
Avoid spending time on candidates who present work that isn’t theirs.

🧠 Focus on Genuine Talent
Ensure you're assessing true capability—what the candidate has actually built, designed, or written.

📉 Reduce Hiring Risk
Lower the chances of a mismatch by verifying the real quality and depth of work beforehand.

⏱️ Save Hours of Manual Review
Automated scanning reduces portfolio vetting time from hours to minutes.