LLMShield
A gateway prototype with configurable policy rules, metadata-only auditing, an authenticated operational metrics dashboard, and synthetic evaluation for its detector categories.
See the implementationCYBERSECURITY · SECURITY ENGINEERING · AI SECURITY
I like figuring out how systems work.
And where they go wrong.
I’m Edward Mwaura, a Computer Security and Forensics student in Kenya. I build security tools, test ideas in code, and try to make the results clear enough for someone else to check.
I’m looking for a cybersecurity attachment and opportunities to contribute to practical security work. I can help with infrastructure-as-code reviews, Python security tooling, and testing AI application security controls.
SELECTED PROJECTS
Tools I’m building and testing.
I’m interested in practical security problems: risky infrastructure, AI application controls, and how organizations understand and reduce their exposure.
CloudSentry
A local scanner for Terraform, Dockerfiles, and Docker Compose, with SARIF reporting and clear dashboard states for complete, partial, and failed scans.
Read the case studyVANTAGE
An early-stage security exposure management platform with authorized local assessments, finding lifecycle intelligence, and a PostgreSQL tenant-isolation foundation.
Explore the platformOPEN TO LEARNING OPPORTUNITIES
Looking for a cybersecurity attachment.
I’d like to contribute to a team, learn from people already doing the work, and put my Python and security-lab experience to use.