Security Developer

My work as a Security Developer was driven by a simple goal: close the gap between what the SOC team needed and what the tools could actually deliver. I built Python automation, maintained detection deployment pipelines, and authored the runbooks that became the team's operational standard — always measuring success by whether analysts could respond faster and investigate more effectively.

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  Spearheaded the review and refinement of three major rotations, enhancing team efficiency and demonstrating leadership in process improvement.
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  Proficiently debugged Python and YAML codebases, ensuring code reliability and system integrity.
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  Developed and maintained CI/CD pipelines for detection content deployment, enabling rapid iteration and testing of security rules.
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  Created comprehensive unit test suites for Python automation tools, achieving 90%+ code coverage and reducing production bugs by 35%.
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  Built custom log parsing solutions using regex and Python to extract actionable intelligence from diverse log sources.
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  Collaborated with engineering teams to design and implement API integrations for security tooling, improving data flow and alert correlation.
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  Authored technical documentation and runbooks that became standard references for the security operations team.
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  Mentored junior team members in Python best practices, code review processes, and security engineering fundamentals.
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  Led knowledge sharing sessions on advanced debugging techniques and automation strategies, improving team-wide technical capabilities.
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  Developed data pipelines for security telemetry with SQL and Python, enabling downstream AI/ML model training and analysis