4+ years of experience in edge security, web application security, or managing CDN security platforms such as Akamai, Cloudflare, Imperva, DataDome, Fastly, AWS WAF, or similar technologies for high-traffic web properties. Lead CDN Security strategy and operations across CoStar's 50+ high-traffic web properties, including Akamai Kona policy design, tuning to minimize false positives, and protection against OWASP, DDoS, and emerging threat patterns.