BeforeClick

BeforeClick is an AI cybersecurity system that protects human decisions by detecting manipulation and stopping attacks before the click happens.

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I independently conceptualized, designed, and developed BeforeClick end to end.

My contributions include:

Identifying the core problem of human-centered cyberattacks and defining the project vision

Designing the overall system architecture and data flow

Selecting and integrating transformer-based NLP models for multi-label phishing and scam detection

Building the backend API for real-time risk analysis and decision scoring

Developing the web-based user interface and browser extension mock

Implementing explainable AI outputs and user-focused recommendations

Designing the real-time monitoring, protection activation, and trust score features

Creating all demo visuals, architecture diagrams, and the final presentation flow

Writing all documentation and preparing the hackathon submission

This project represents a complete, individual effort from idea to implementation, with a focus on real-world impact and usability.

JAGDEV HAKE
#Juggs

Updates

JAGDEV HAKE started this project — Jan 26, 2026 02:21 AM EST

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