Automated Security Tooling

Project: Custom SAST integration for CI/CD pipeline

Overview: Developed automated security tooling to integrate static analysis into the development workflow, catching vulnerabilities before code reaches production.

Features:

• Automated scanning of commits and pull requests
• Pattern matching for common vulnerability classes (SQL injection, XSS, hardcoded secrets)
• Integration with GitHub/GitLab for inline code comments
• Configurable severity thresholds and blocking rules
• False positive filtering with machine learning classification

Technologies: Python, AST parsing, regular expressions, CI/CD integration (GitHub Actions / Jenkins)

Impact: 60% reduction in security issues reaching production; faster feedback loop for developers.