---
title: "FitLens AI | Franz Vincent G. Cantillano"
canonical_url: "https://www.franzvincent.com/role-fit"
last_updated: "2026-09-05T22:02:27.650Z"
meta:
  description: "Paste a job description to get an AI-powered employer-fit read based on real portfolio evidence."
  "og:description": "Paste a job description to get an AI-powered employer-fit read based on real portfolio evidence."
  "og:title": "FitLens AI | Franz Vincent G. Cantillano"
  "twitter:description": "Paste a job description to get an AI-powered employer-fit read based on real portfolio evidence."
  "twitter:title": "FitLens AI | Franz Vincent G. Cantillano"
---

# **FitLens AI**

## **FitLens AI**

Paste a job description and get a fast AI-powered employer-fit read grounded in real resume, skills, and project evidence.

**Employer-Focused Utility **

## **Check how well your role matches my background **

This AI-powered analyzer compares your pasted requirements against my actual resume, skills list, and shipped work. It highlights fit, evidence, key considerations, and the projects most relevant to the role.

**What You Get **

**Verdict **

Strong, good, moderate, or limited fit based on actual evidence.

**Match Score **

A total score out of 100 for quick screening.

**Evidence **

Resume facts, skills, and project proof aligned to the role.

**Key Considerations **

Balanced notes on areas that may need clarification, stronger proof, or normal ramp-up.

**Best Results **

- Include the responsibilities, required stack, seniority, and qualifications.
- Paste the full posting instead of a short title for better evidence matching.
- The tool evaluates only what is already present in my portfolio data.