Developing practical capabilities in intelligence analysis, open-source intelligence and cybersecurity.
This website documents my practical development across intelligence analysis, OSINT, cybersecurity and geospatial intelligence. It records investigations, technical projects and technical notes as they are completed, with the reasoning behind each assessment made explicit — including what is fact, what is inference, what remains assumption, and how confident I am in the conclusion. Everything here is produced from publicly available information or within controlled lab environments.
Using ExifTool + Windows 11 properties, I found that the image contained several details that could be valuable during an investigation.
## Hidden Aircraft, Visible Footprint
Structured research, source evaluation, analytical writing, assessment and confidence judgements.
ExploreOpen-source research, verification, geolocation, image analysis, source corroboration and investigative methodology.
ExploreNetworking, security fundamentals, threat intelligence, defensive security and technical investigation.
ExploreGeolocation, mapping, satellite imagery and geographic analysis.
ExploreDeveloping practical investigation and source verification skills.
Developing networking, security and defensive investigation skills.
Learning QGIS, geolocation and satellite imagery analysis.
Practising structured assessments, analytical writing and confidence judgements.
