Train your team before attackers do.
Python 3.11
Django 5
React 19
PyTorch LSTM
EN + AR (RTL)
Train your team before attackers do.
Real emails with tracking pixels and lure links. Teaches at the moment of failure with a "caught" page that explains the red flags.
Two custom-trained LSTM models (English + Arabic) built from scratch in PyTorch. No third-party LLM wrapper.
Per-employee risk score recalculated the moment a tracking event fires. Composite of simulations, quizzes, and training.
Modules auto-assigned based on each employee's risk score — high-risk users get more targeted remediation.
Badges, points, and leaderboards drive engagement. Because nobody finishes boring security training.
English and Arabic with proper RTL layout — designed in from day one, not bolted on as an afterthought.
Senior capstone — built because the bar should be higher than "it works on localhost."