
Worked on the threatgrid/ctia repository to deliver two core features focused on incident analysis and response. Developed an Incident Detection Source Filtering capability using Clojure, enabling users to filter incidents by detection source and improving data retrieval and organization. Upgraded the CTIM dependency to ensure compatibility with new filtering logic and maintain data model alignment. Later, enhanced incident scoring by introducing an ML-based score type through a properties file configuration change, allowing machine learning-driven prioritization without major code modifications. Demonstrated skills in API development, backend development, configuration management, and dependency management, with an emphasis on maintainability and safe rollout.
August 2025 monthly summary for threatgrid/ctia: Delivered ML-based incident scoring enhancement by adding a new score type 'ml_score' to the incident scoring configuration via a properties-file change. This enables machine learning-driven scoring in incident analysis, improving prioritization and response workflows. The change is isolated to configuration, enabling safe rollout and easy rollback if needed, with minimal code impact.
August 2025 monthly summary for threatgrid/ctia: Delivered ML-based incident scoring enhancement by adding a new score type 'ml_score' to the incident scoring configuration via a properties-file change. This enables machine learning-driven scoring in incident analysis, improving prioritization and response workflows. The change is isolated to configuration, enabling safe rollout and easy rollback if needed, with minimal code impact.
Month: 2024-11 — Threat research software development focused on feature delivery and reliability improvements for threatgrid/ctia. Key feature delivered, major dependency upgrade, and targeted validation completed. No additional major incidents of bugs fixed were documented in this period.
Month: 2024-11 — Threat research software development focused on feature delivery and reliability improvements for threatgrid/ctia. Key feature delivered, major dependency upgrade, and targeted validation completed. No additional major incidents of bugs fixed were documented in this period.

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