RFID University System + Predictive Analytics
A simulated RFID-enabled campus environment with predictive analytics.
- Role
- System developer · researcher
- Period
- 2022 — 2024, published 2025
- Institution
- MSA University, Cairo · validated by the University of Greenwich
- Nature
- Private hosted project · no preview · simulation only
A campus, simulated. Behaviour, forecast.
Developed at MSA University, the project simulates an RFID-enabled campus in which attendance and payments are recorded as events — then applies predictive analytics to forecast attendance and spending behaviour.
It began as my graduation project (graded A-) and became part of the research presented at IEEE ICLLDE-25. The environment is entirely simulated: no physical RFID hardware was deployed.
Method.
- Simulated RFID eventsAttendance and campus payments generated as an event stream.
- Feature engineeringBehavioural features with pandas and NumPy.
- Decision Tree · Random ForestTrained and evaluated with scikit-learn.
- ForecastsAttendance behaviour and spending behaviour.
Research.
Smart RFID Simulation and Predictive Analytics for Attendance and Campus Payments