15+ years in law enforcement operations with current focus on cybercrime investigation, digital evidence workflows, self-hosted infrastructure and AI-assisted operational analysis.
Builder of private operational environments combining Linux, Docker, Traefik, WireGuard, Cloudflare, monitoring systems, local AI and investigator-oriented workflows.
Practical capability areas built around real infrastructure and investigative workflows rather than isolated lab demonstrations.
Investigator-oriented workflows around evidence, extraction, analysis and operational reporting.
Self-hosted Linux infrastructure with production-style operational discipline.
Monitoring pipelines and operational review systems designed to surface real issues and suspicious activity.
FPV and UAV operational learning with growing interest in drone security and telemetry workflows.
Current focus on cybercrime investigation, digital evidence workflows and infrastructure-assisted investigative analysis.
Mobile forensic acquisition, operational extraction workflows and evidence-oriented investigation support.
Automation and customization concepts inside forensic-oriented environments.
Device repair and evidence recovery-oriented technical workflows.
Introductory volatile evidence analysis and memory investigation concepts.
Security-oriented understanding of drone ecosystems, attack surface and operational risk.
Private operational environment combining AI systems, Docker infrastructure, monitoring, operational dashboards and secure access architecture.
Public cyber lab and infrastructure portfolio documenting operational experiments, hardening workflows and technical field notes.
Structured flight logging and AI-assisted operational documentation concepts for drone training workflows.
Workflow concepts for transaction route interpretation, evidence notes and report-oriented summaries.
Self-hosted infrastructure built around segmentation, controlled exposure, monitoring and operational resilience.