Research
Telecomms spectrum management and digital forensics.
Telecomms spectrum management
I model spectrum allocation as a time-sensitive, geospatial coordination problem using digital twins and RF propagation to make defensible decisions.
- Mobility-aware RF coverage planning
- Interference coordination (SIR)
- 3D ray-traced propagation modelling
Digital forensics reconstruction
I rebuild historical network conditions to test telecom evidence with reachability analysis and RF modelling.
- Tower, antenna, and terrain reconstruction
- Reachability bounds for movements and alibis
- Court-ready, reproducible reporting