Verifiko
URL risk analysis with explainable signals.
Own product for analyzing suspicious URLs and exposing technical risk signals in a clear, reviewable, actionable format.
Context
Context
Verifiko is a product focused on analyzing suspicious URLs and exposing technical risk signals in a way that can be reviewed, understood, and acted on.
Problem
Problem and constraints
The problem was not just detecting risky URLs, but presenting technical signals without losing accuracy or turning the result into an opaque score.
Approach
Approach and technical decisions
I designed the system around a layered analysis model, separating signal collection, risk evaluation, and final presentation to make the output both transparent and usable.
Challenges
Challenges
Outcome
Outcome
The result is a product that exposes why a URL is considered risky, allowing faster and more informed decisions instead of relying on a single score.