Cybersecurity Projects & Tooling
Practical security automation prototypes developed to streamline vulnerability assessment, finding normalization, and security operations analysis.
SecureLoop AI | Web Security Assessment Prototype
Automated vulnerability scanning, normalized JSONL finding extraction, and AI-assisted security analysis prototype
Developed SecureLoop AI prototypes for web vulnerability assessment and AI-assisted security analysis. The public implementation combines Python/FastAPI, Nuclei, a React results interface, and Docker lab management. A separate prototype explores CWE-based attack-chain mapping and Groq-generated explanations and remediation suggestions with PostgreSQL storage.
FastAPI backend requiring scan authorization assertion, asynchronous Nuclei execution, normalized JSONL findings, React UI with severity filtering, and Docker target lab container controls.
Research iteration utilizing deterministic CWE grouping, Groq LLM-generated explanations and remediation suggestions for human analyst review, and PostgreSQL schema storage.