
Worked on the Azure/Azure-Sentinel repository to enhance digital forensics and incident response automation for cloud environments. Developed features that automate Azure VM isolation and enable forensic readiness by converting VM snapshots to VHDs, leveraging PowerShell scripting and JSON schema validation. Improved project hygiene by standardizing naming conventions and updating documentation through automated README generation. Addressed metadata integrity by correcting JSON format issues, ensuring reliable downstream data processing for analytics. The work demonstrated skills in automation, cloud security, and DevOps, resulting in faster DFIR workflows, a more consistent codebase, and improved data quality for security operations and incident response scenarios.
March 2025 summary: Focused on DFIR automation, VM forensics readiness, naming consistency, and metadata quality for Azure-Sentinel. Delivered two features to improve incident response automation and project hygiene, and fixed JSON metadata issues to stabilize downstream processing. Overall impact: faster DFIR workflows, standardized repo, and improved data quality for analytics. Technologies demonstrated include PowerShell-based automation, VHD conversion, DFIR playbooks, JSON schema validation, repository hygiene, and README automation.
March 2025 summary: Focused on DFIR automation, VM forensics readiness, naming consistency, and metadata quality for Azure-Sentinel. Delivered two features to improve incident response automation and project hygiene, and fixed JSON metadata issues to stabilize downstream processing. Overall impact: faster DFIR workflows, standardized repo, and improved data quality for analytics. Technologies demonstrated include PowerShell-based automation, VHD conversion, DFIR playbooks, JSON schema validation, repository hygiene, and README automation.

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