Summary for EMPHATICSoft/emphaticsoft — September 2025: Focused on improving data reliability in the SSD hits workflow. The key deliverable this month was a data integrity fix in the SSD hits path by retrieving the correct sensor ID using dchan.HiLo() instead of dchan.Channel(), ensuring accurate sensor attribution for SSD hit records. Key achievements: - Correct SSD hit sensor ID retrieval by using dchan.HiLo() instead of dchan.Channel(), fixing data integrity in the SSD hits path (commit e86b11396c1932e6af533361770bee5e0f377f77). - Stabilized SSD hits data processing, reducing risk of misattributed sensor data and downstream analytics errors. Overall impact and accomplishments: - Improves data quality and reliability for SSD hits analytics, enabling accurate reporting and reducing downstream remediation effort. - Strengthens data pipeline trust and supports downstream product decisions with correct sensor attribution. Technologies/skills demonstrated: - Domain-specific data channel handling (dchan.HiLo vs dchan.Channel) and sensor ID retrieval - Debugging and patch delivery with clear commit-level traceability - Focus on data integrity, validation, and impact on analytics.

July 2025 Monthly Summary for EMPHATICSoft/emphaticsoft: Delivered a critical BeamGen configuration fix to enforce consistent momentum distribution parameter naming, improving simulation reproducibility and reducing misconfigurations. The change is tracked in commit fd68655bf131da9eb7c78e47900347a7ca097f26. Technologies used include BeamGen.fcl configuration, standard_beamgen and proton4 setups, and Git-based change traceability. Business impact: lowers risk of incorrect runs, saves debugging time, and supports reliable parameter sweeps.