
Thom Espach enhanced phishing detection reliability for DuckDuckGo’s apple-browsers and macos-browser repositories by addressing dataset freshness and data integrity issues. He removed client-side caching and ensured the embedded phishing dataset is prioritized when newer than the on-disk version, reducing stale data exposure. Using Swift and Shell scripting, Thom upgraded dependencies like BrowserServicesKit and updated unit tests to validate new behaviors. He also improved the CI workflow by updating curl commands to handle gzipped responses, stabilizing data updates. Thom’s work demonstrated depth in bug fixing, data management, and DevOps, resulting in more robust, trustworthy phishing protection across Apple platforms.
February 2025 — Focus on reliability and data integrity of the phishing detection data pipeline for duckduckgo/macos-browser. Delivered a targeted bug fix to the Phishing Detection Data Script, improving handling of gzipped responses in the CI workflow and stabilizing the data update process. This work reduced CI/script failures and ensured timely, accurate data delivery for phishing detection. Overall impact: strengthened CI reliability, improved data integrity for phishing feeds, and smoother release readiness. Technologies/skills demonstrated include curl with --compressed, GitHub Actions workflow hardening, parsing gzipped responses, and debugging/issue resolution in a macOS browser project.
February 2025 — Focus on reliability and data integrity of the phishing detection data pipeline for duckduckgo/macos-browser. Delivered a targeted bug fix to the Phishing Detection Data Script, improving handling of gzipped responses in the CI workflow and stabilizing the data update process. This work reduced CI/script failures and ensured timely, accurate data delivery for phishing detection. Overall impact: strengthened CI reliability, improved data integrity for phishing feeds, and smoother release readiness. Technologies/skills demonstrated include curl with --compressed, GitHub Actions workflow hardening, parsing gzipped responses, and debugging/issue resolution in a macOS browser project.
November 2024 monthly performance summary highlighting feature delivery and bug fixes related to phishing detection dataset freshness across Apple and macOS browsers, with dependencies upgraded and tests updated to validate freshness behavior.
November 2024 monthly performance summary highlighting feature delivery and bug fixes related to phishing detection dataset freshness across Apple and macOS browsers, with dependencies upgraded and tests updated to validate freshness behavior.

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