SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsManual processes in security operations are no longer sufficient to keep pace with emerging threats and increasing workloads. This talk explores the journey of fostering a culture of automation within a security operations team to enhance efficiency, accuracy, and improve analyst job satisfaction. Attendees will learn practical strategies to identify high-impact automation opportunities, overcome resistance to change, and empower team members with the tools and skills to adopt an automation-first mindset. By integrating automation into the fabric of daily workflows, teams can not only improve operational performance but also focus on more strategic, value-driven security initiatives. Whether you're starting your automation journey or looking to scale existing efforts, this session will provide actionable insights to build a resilient, adaptive, and forward-looking security operations culture.
Shawn is responsible for the SOC, cyber threat intelligence, incident response, and threat hunting efforts at Upwork. He previously built SOCs for PayPal and American Express and has led security teams across the globe.
Read more about Shawn Chakravarty