I designed and built the entire FIND EVIL platform, including the investigation workflow, forensic intelligence systems, UI/UX architecture, and cinematic SOC/DFIR experience.

My main focus was creating an AI-powered cyber investigation environment that avoids generic chatbot interfaces and instead presents AI reasoning through:

  • evidence correlation
  • contradiction detection
  • attack reconstruction
  • dynamic confidence revision
  • forensic timeline analysis

I worked extensively on:

  • interaction design
  • motion systems
  • investigative UX
  • threat visualization
  • forensic terminology
  • real-time reasoning concepts
  • immersive DFIR aesthetics

A major challenge was balancing realism, usability, and cinematic atmosphere while keeping the interface operational and enterprise-grade.

This project represents my vision for what next-generation AI-assisted cyber investigations could look like.

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