Hand-drawn digital twin atlas with telecom towers, RF coverage contours, terrain, spectrum traces, and forensic reconstruction marks.

Digital forensics / telecommunications / digital twins

Reconstructing invisible telecom worlds.

I build spectrum-management and forensic models that turn RF propagation, mobility, terrain, and historical network state into testable digital twin environments.

Start a collaborationThesis and publications

Spectrum reconstruction

Signals become evidence when their context is rebuilt.

Telecommunications evidence is rarely a single point on a map. It sits inside terrain, antenna patterns, network configuration, device movement, timing, and uncertainty. My work reconstructs that context so claims about coverage and reachability can be tested.

Research focus

Modelling spectrum, movement, and uncertainty together.

Spectrum management

Digital twins for allocation under realistic conditions

Terrain, antenna geometry, mobility, and interference are modelled together so spectrum decisions can be tested before they are made.

Telecom forensics

Historical network reconstruction

Coverage, line-of-sight, tower configuration, and movement constraints can be rebuilt to assess what a network could plausibly show.

Technical evidence

Clear visual explanations of invisible systems

Propagation, reachability, uncertainty, and spectrum behaviour are made legible without flattening the underlying engineering detail.

Digital twin stack

From physical environment to defensible analysis.