
Over the past ten months, this developer enhanced simulation and reconstruction workflows across the DUNE and SBND codebases, focusing on configuration management, data processing, and workflow standardization. Working in repositories such as DUNE/dunesw and SBNSoftware/sbndcode, they delivered features like configurable muon particle generation, geometry configuration normalization, and data-driven PandoraShower integration. Their technical approach emphasized reproducibility and maintainability, leveraging C++, FCL, and Python to implement modular configurations, regression tests, and temporary workarounds for upstream issues. By refining simulation fidelity, enabling backward-compatible data reprocessing, and improving documentation, they strengthened the reliability and flexibility of large-scale particle physics software pipelines.
Month: 2026-05. Key delivery: Reprocessing with Older Geometries for DUNE/dunesw by introducing new FCL files to enable reprocessing of data using legacy geometries, increasing pipeline flexibility and archival data usability. Major bugs fixed: none reported this month. Impact: enables backward-compatible analyses and faster reprocessing of historical datasets, reducing time-to-insight and preserving data value. Technologies/skills demonstrated: FCL/configuration management, DUNE data processing stack, version control (Git), and geometry-aware pipeline extension.
Month: 2026-05. Key delivery: Reprocessing with Older Geometries for DUNE/dunesw by introducing new FCL files to enable reprocessing of data using legacy geometries, increasing pipeline flexibility and archival data usability. Major bugs fixed: none reported this month. Impact: enables backward-compatible analyses and faster reprocessing of historical datasets, reducing time-to-insight and preserving data value. Technologies/skills demonstrated: FCL/configuration management, DUNE data processing stack, version control (Git), and geometry-aware pipeline extension.
March 2026: Delivered DUNE 3x1x1 reconstruction/analysis enhancements for the dunesw repository, including new configurations/modules and FCLs for raw data processing, hit finding, and reconstruction. Established regression tests for the DUNE Far Detector sequence (reco1/reco2) to boost reliability and validation of the data processing pipeline. Added sequence tests for the dunefd workflow to enable end-to-end validation. No critical bugs fixed this month; focus was on reliability, validation, and test coverage. Business value: higher data quality, earlier regression detection, and a more maintainable pipeline accelerating science delivery. Technologies/skills demonstrated: FCL-based configurations, reconstruction/analysis modules, regression testing, and end-to-end sequence testing in dune-fd and dunefd. Commits included: f8d3e11e13b75447c7e43da847a5ca7fccab53a2 (Add reco1/reco2 to the dune-fd test) and 9d276955dd2e3d984a4785e848ecce95ff4c3084 (Add the sequence tests for dunefd).
March 2026: Delivered DUNE 3x1x1 reconstruction/analysis enhancements for the dunesw repository, including new configurations/modules and FCLs for raw data processing, hit finding, and reconstruction. Established regression tests for the DUNE Far Detector sequence (reco1/reco2) to boost reliability and validation of the data processing pipeline. Added sequence tests for the dunefd workflow to enable end-to-end validation. No critical bugs fixed this month; focus was on reliability, validation, and test coverage. Business value: higher data quality, earlier regression detection, and a more maintainable pipeline accelerating science delivery. Technologies/skills demonstrated: FCL-based configurations, reconstruction/analysis modules, regression testing, and end-to-end sequence testing in dune-fd and dunefd. Commits included: f8d3e11e13b75447c7e43da847a5ca7fccab53a2 (Add reco1/reco2 to the dune-fd test) and 9d276955dd2e3d984a4785e848ecce95ff4c3084 (Add the sequence tests for dunefd).
June 2025 monthly summary for SBNSoftware/sbndcode: Delivered data-driven PandoraShower integration to enhance data reconstruction by leveraging the data calorimetry algorithm within the reconstruction workflow. Implemented and wired in data-motivated PandoraShower modules (commit 7080fcf8866404b0d246b3987b2827ae887f4887) to enable improved shower reconstruction in data processing. Configured modules to use the data calo algorithm, establishing a foundation for more accurate calorimetric analyses in data processing. No major bugs fixed this month; focused on feature delivery and groundwork for robust data-driven reconstruction.
June 2025 monthly summary for SBNSoftware/sbndcode: Delivered data-driven PandoraShower integration to enhance data reconstruction by leveraging the data calorimetry algorithm within the reconstruction workflow. Implemented and wired in data-motivated PandoraShower modules (commit 7080fcf8866404b0d246b3987b2827ae887f4887) to enable improved shower reconstruction in data processing. Configured modules to use the data calo algorithm, establishing a foundation for more accurate calorimetric analyses in data processing. No major bugs fixed this month; focused on feature delivery and groundwork for robust data-driven reconstruction.
In February 2025, the SBND codebase focused on stability and risk mitigation in the face of an upstream issue affecting vertex refinement. A temporary disablement was implemented to prevent disruptions, preserving reliability for users while the upstream problem is investigated and resolved. This proactive measure minimizes customer impact and provides a controlled path for rollback once upstream fixes are in place.
In February 2025, the SBND codebase focused on stability and risk mitigation in the face of an upstream issue affecting vertex refinement. A temporary disablement was implemented to prevent disruptions, preserving reliability for users while the upstream problem is investigated and resolved. This proactive measure minimizes customer impact and provides a controlled path for rollback once upstream fixes are in place.
January 2025 monthly summary: Delivered targeted enhancements in DUNE simulation and testing configuration to broaden control, improve step-limit handling, and enable robust muon testing for the 10kt detector. No major bug fixes were reported in this period; primary focus was feature delivery across two repositories with clear, trackable commits and measurable business value.
January 2025 monthly summary: Delivered targeted enhancements in DUNE simulation and testing configuration to broaden control, improve step-limit handling, and enable robust muon testing for the 10kt detector. No major bug fixes were reported in this period; primary focus was feature delivery across two repositories with clear, trackable commits and measurable business value.
December 2024 focused on cross-repo geometry configuration standardization across the DUNE software stack to improve consistency, reproducibility, and analysis reliability. By adopting base_geo and base_auxdet_geo as the standard geometry references, configuration drift was reduced and auxiliary detector references were corrected across duneana, dunereco, and dunecore.
December 2024 focused on cross-repo geometry configuration standardization across the DUNE software stack to improve consistency, reproducibility, and analysis reliability. By adopting base_geo and base_auxdet_geo as the standard geometry references, configuration drift was reduced and auxiliary detector references were corrected across duneana, dunereco, and dunecore.
Month 2024-11: Focused on delivering accurate simulation and stabilizing the DUNE10kt workflow in the dunesw repository. Implemented a feature update to Genie flux window sourcing and applied targeted bug fixes to ensure reliable production runs for the 10kt program.
Month 2024-11: Focused on delivering accurate simulation and stabilizing the DUNE10kt workflow in the dunesw repository. Implemented a feature update to Genie flux window sourcing and applied targeted bug fixes to ensure reliable production runs for the 10kt program.
Month: 2024-10. Focused on standardizing and stabilizing the SBND reco2 reconstruction workflow. Delivered a dedicated reco2 workflow configuration, groundwork for drops handling, adoption of a standard reconstruction configuration, and consolidation to standard_reco2_sbnd.fcl. Removed outdated reco2_sce configuration and updated user-facing documentation to reflect SCE services enabled by default. The effort involved 11 commits, including creating a reco2 workflow fcl, adding nominal drops infrastructure, converting to the new format, updating to standard_reco2_sbnd.fcl, removing reco2_sce.fcl, updating the readme, and aligning docs with SCE-enabled standard workflow. This work reduces config drift, improves reproducibility, and sets a solid baseline for future enhancements.
Month: 2024-10. Focused on standardizing and stabilizing the SBND reco2 reconstruction workflow. Delivered a dedicated reco2 workflow configuration, groundwork for drops handling, adoption of a standard reconstruction configuration, and consolidation to standard_reco2_sbnd.fcl. Removed outdated reco2_sce configuration and updated user-facing documentation to reflect SCE services enabled by default. The effort involved 11 commits, including creating a reco2 workflow fcl, adding nominal drops infrastructure, converting to the new format, updating to standard_reco2_sbnd.fcl, removing reco2_sce.fcl, updating the readme, and aligning docs with SCE-enabled standard workflow. This work reduces config drift, improves reproducibility, and sets a solid baseline for future enhancements.
September 2024 monthly summary for DUNE repositories (DUNE/dunesw, DUNE/dunesim). Key focus: advancing 10kt simulation capabilities with improved configuration, parameterization, and flux setup to enhance realism and planning accuracy for the DUNE 10kt program. Key features delivered: - DUNE 10kt Simulation: Enhanced TPC raw decoder configuration. Updated the TPC raw decoder producer to use dune10kt_hd_sim_nfsp configuration, enabling fuller 10kt simulation capability. Commit df11aa0887b0499c3d6c215f971979c49910ed70. - DUNE 10kt parameter set introduction and naming cleanup: Added a new dune10kt v7 flux window dimension parameter set and cleaned up the label naming for clarity. Commits 8ebde57ea40e25210c426ad7927a23e8ca652520 and 60526a5d8903ae2e7c26064684e555027a63f2f1. - DUNE 10kt detector simulation configuration enhancements: Introduced new neutrino/antineutrino flux FCL blocks with optimized flux files, fixed a GENIE config typo, and added a conservative fiducial volume configuration to improve simulation accuracy. Commits 6935fdfd368ec775f9ae204162970ddce8f2343e, decd4ae5e18e6ae9d6b58db84a79bc3660357d4f, and 843214dbad63e0e86aaa6d03c9843602a11d36c6. Major bugs fixed (or quality improvements): - Typo in GENIE config fixed (commit decd4ae5e18e6ae9d6b58db84a79bc3660357d4f). - Nomenclature/label cleanup to reduce misconfigurations and improve clarity (acknowledged as minor but reduces confusion, commit 60526a5d8903ae2e7c26064684e555027a63f2f1). Overall impact and accomplishments: - Substantial improvement in 10kt simulation fidelity and configurability, enabling more realistic event generation and better alignment with deployment timelines. - Clearer parameterization and configuration blocks reduce setup time and onboarding effort for simulation studies. - Demonstrated end-to-end capability: configuration management, FCL blocks, GENIE integration, and FV (fiducial volume) considerations in a single sprint. Technologies/skills demonstrated: - Configuration management and version control discipline across two repositories (DUNE/dunesw and DUNE/dunesim). - Use of FCL blocks for neutrino/antineutrino flux configurations and careful attention to simulation geometry (FV). - Attention to detail in parameter naming, documentation of changes, and reproducibility of simulation setups. - Cross-team collaboration readiness for physics-driven configuration changes.
September 2024 monthly summary for DUNE repositories (DUNE/dunesw, DUNE/dunesim). Key focus: advancing 10kt simulation capabilities with improved configuration, parameterization, and flux setup to enhance realism and planning accuracy for the DUNE 10kt program. Key features delivered: - DUNE 10kt Simulation: Enhanced TPC raw decoder configuration. Updated the TPC raw decoder producer to use dune10kt_hd_sim_nfsp configuration, enabling fuller 10kt simulation capability. Commit df11aa0887b0499c3d6c215f971979c49910ed70. - DUNE 10kt parameter set introduction and naming cleanup: Added a new dune10kt v7 flux window dimension parameter set and cleaned up the label naming for clarity. Commits 8ebde57ea40e25210c426ad7927a23e8ca652520 and 60526a5d8903ae2e7c26064684e555027a63f2f1. - DUNE 10kt detector simulation configuration enhancements: Introduced new neutrino/antineutrino flux FCL blocks with optimized flux files, fixed a GENIE config typo, and added a conservative fiducial volume configuration to improve simulation accuracy. Commits 6935fdfd368ec775f9ae204162970ddce8f2343e, decd4ae5e18e6ae9d6b58db84a79bc3660357d4f, and 843214dbad63e0e86aaa6d03c9843602a11d36c6. Major bugs fixed (or quality improvements): - Typo in GENIE config fixed (commit decd4ae5e18e6ae9d6b58db84a79bc3660357d4f). - Nomenclature/label cleanup to reduce misconfigurations and improve clarity (acknowledged as minor but reduces confusion, commit 60526a5d8903ae2e7c26064684e555027a63f2f1). Overall impact and accomplishments: - Substantial improvement in 10kt simulation fidelity and configurability, enabling more realistic event generation and better alignment with deployment timelines. - Clearer parameterization and configuration blocks reduce setup time and onboarding effort for simulation studies. - Demonstrated end-to-end capability: configuration management, FCL blocks, GENIE integration, and FV (fiducial volume) considerations in a single sprint. Technologies/skills demonstrated: - Configuration management and version control discipline across two repositories (DUNE/dunesw and DUNE/dunesim). - Use of FCL blocks for neutrino/antineutrino flux configurations and careful attention to simulation geometry (FV). - Attention to detail in parameter naming, documentation of changes, and reproducibility of simulation setups. - Cross-team collaboration readiness for physics-driven configuration changes.
Concise monthly summary for 2024-03 focusing on delivered features, bugs fixed, impact, and skills demonstrated across DUNE software stack (dunesw, dunesim, dunecore).
Concise monthly summary for 2024-03 focusing on delivered features, bugs fixed, impact, and skills demonstrated across DUNE software stack (dunesw, dunesim, dunecore).

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