Trustworthy investigative AI
Reliability, validation and accountable use of AI in evidence-sensitive workflows.
Professional profileResearch focus Methodological interest Operational question
Digital forensics, cybersecurity and AI security — connected by the problem of trustworthy evidence.
My work combines operational practice, technical development and applied research. The common thread is the reliability of decisions made around digital evidence: what can be preserved, what can be lost, what a tool changes, and how a conclusion can be documented and defended.
Professional focus
Digital evidence and investigative technology
I work across digital investigations, digital forensics, cybersecurity and incident-oriented technical analysis. I am particularly interested in live systems, forensic acquisition, evidence preservation, traceability and the operational consequences of intervention.
The goal is not to present a catalogue of tools. It is to make technical choices understandable in terms of evidence, risk, footprint and reversibility.
Research and academic work
I am completing a Master's degree in Computer Engineering, Cybersecurity and Artificial Intelligence at the University of Cagliari. My research interests include trustworthy AI for digital investigations, robustness of AI-assisted analytical workflows, provenance, privacy and technical accountability.
Failure-oriented evaluation
Understanding where automated systems become unreliable and how those limitations should be documented.
Human authority
Where automated assistance should stop and qualified human review must remain decisive.
Author and publication work
Evidence First is an independently developed series of digital-evidence field guides built around state-dependent operational decisions rather than around products or command lists.
Flagship volume
Evidence First — Vol. 1: Computer · Computer First Response & Forensic Acquisition · 2027 Edition.
Method
SCOPE → OBSERVE → OPTIONS → GAIN → LOSS → FOOTPRINT → RISK → REVERSIBILITY → DECIDE → DOCUMENT.
Public source
The maintained publication site, current-edition information and companion materials live at evidencefirst.guide.
Selected applied work
Only projects that support the professional and research narrative are emphasized here. Smaller experiments remain available through GitHub without being presented as equal-weight portfolio pieces.
OpenGovSec Toolkit
Reproducible assessment of public-sector open data, API documentation, repository readiness and digital-governance risk.
OSINT Threat Radar
Geospatial and event-oriented monitoring for public-source signals and situational awareness.
Domain Risk Scan
External exposure triage across DNS, TLS, email-security posture and public-facing technical signals.
Verification and public profiles
This site is intentionally a curated professional portfolio. Public repositories and professional-network profiles provide external context for technical work and project history.