EXCEEDS logo
Exceeds
Jacob Calcutt

PROFILE

Jacob Calcutt

Over a seven-month period, Jacob Calcutt engineered and enhanced simulation, reconstruction, and data processing pipelines across DUNE repositories such as dunesim, dunecore, and dunereco. He developed configurable simulation features, improved detector geometry modeling, and optimized cluster analysis using C++ and CMake, with a focus on calibration and performance. His work included implementing feature flags, enforcing code immutability, and harmonizing configuration management to support reproducible, high-fidelity physics simulations. By addressing both feature development and critical bug fixes, Jacob delivered robust solutions that improved timing accuracy, data integrity, and maintainability, demonstrating a deep understanding of high energy physics software engineering.

Overall Statistics

Feature vs Bugs

78%Features

Repository Contributions

29Total
Bugs
5
Commits
29
Features
18
Lines of code
130,711
Activity Months7

Work History

September 2025

9 Commits • 6 Features

Sep 1, 2025

September 2025 performance summary focused on delivering modular, high-fidelity ProtoDUNE-era simulations and reconstruction improvements, with a clear emphasis on business value through simulation accuracy, data quality, and workflow efficiency. Key design choices enabled by this month’s work include segmented photon simulation for ProtoDUNE-HD, harmonized simulation configurations, controlled data verbosity for production-grade outputs, and integrated CTB/Beams processing paths that streamline data keep-up workflows. On the DUNE simulators, improvements to the PDHD beam generation and configuration enhance flexibility for cosmic-ray event generation and data handling in non-standard storage environments.

August 2025

3 Commits • 1 Features

Aug 1, 2025

Summary for 2025-08: Stabilized signal processing and advanced reconstruction through targeted fixes and feature enablement across three DUNE repos. Key deliverables include: (1) Jsonnet formatting bug fix that unblocked the dunereco signal processing pipeline; (2) PDVD beam reconstruction support with PDVD-specific config and BeamEvent updates; (3) SpaceCharge service enablement in dunecore for accurate detector simulation and reconstruction. These changes reduce pipeline failures, improve reconstruction accuracy, and strengthen physics modeling, demonstrated through cross-repo configuration and module updates.

July 2025

5 Commits • 2 Features

Jul 1, 2025

July 2025 performance highlights: Delivered timing accuracy improvements and a major geometry overhaul across DUNE repos, while advancing data processing through standardized resampling for PDHD/PDVD. The work enhances data quality, simulation fidelity, and maintainability, directly supporting higher confidence physics analyses and efficient operations.

June 2025

4 Commits • 3 Features

Jun 1, 2025

June 2025 monthly summary focusing on delivering high-value features, improving simulation fidelity, and strengthening maintainability across DUNE software stacks.

April 2025

2 Commits • 2 Features

Apr 1, 2025

April 2025 (2025-04) monthly summary for DUNE/dunesim: focused on robustness of beam monitor data processing and extending simulation capabilities to support upcoming physics runs. Key work included initializing beam monitor basis vectors in ProtoDUNETriggeredBeamUtils to ensure correct data handling, and adding 1GeV H4 input configuration for the PDHD detector simulation with build/setup support to enable cosmic ray events and various radioactive decays. There were no reported critical bugs fixed this month. These efforts improve data quality, reproducibility, and simulation readiness, enabling more reliable analyses and faster test cycles.

January 2025

4 Commits • 2 Features

Jan 1, 2025

January 2025 performance focused on enhancing DUNE simulation configurability, robust input handling, and data integrity across reef configurations. Key contributions include delivering configurable FHiCL-based run/subrun handling for dunesim, extending PDSP H4Input configurations for cosmic simulations, and ensuring correct beam service selection and data preservation. The work improves reproducibility, reduces manual configuration, and enables ProtoDUNE-ready cosmic and beam simulations while maintaining compatibility across multiple detector setups.

November 2024

2 Commits • 2 Features

Nov 1, 2024

2024-11 Monthly Summary: Delivered two cross-repo changes focused on performance, safety, and maintainability across DUNE/duneprototypes and DUNE/dunesim. In duneprototypes, introduced the LLT Data Skipping Feature controlled by a feature flag (fSkipLLT, default false) to bypass LLT data during processing when not required, reducing processing time and resource use for non-LLT workflows. In dunesim, tightened code safety by enforcing immutability in core OpenFile logic (made first_pos and last_pos const in H4BeamFileService_service.cc), improving clarity and reducing risk of unintended mutations. These efforts establish a safer, more scalable foundation for future data-processing improvements and align with best practices in feature flag design and immutable state.

Activity

Loading activity data...

Quality Metrics

Correctness84.4%
Maintainability84.2%
Architecture82.0%
Performance70.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++CMakeFCLGDMLJSONNETJsonnetfcljsonnet

Technical Skills

Algorithm OptimizationC++C++ DevelopmentCMakeCMake ConfigurationCalibrationClustering AlgorithmsCode RefactoringConfigurationConfiguration ManagementData AcquisitionData AnalysisData ProcessingData ReconstructionDetector Calibration

Repositories Contributed To

6 repos

Overview of all repositories you've contributed to across your timeline

DUNE/dunesim

Nov 2024 Sep 2025
4 Months active

Languages Used

C++FCLCMake

Technical Skills

Software DevelopmentC++CMakeConfiguration ManagementData AcquisitionEvent Generation

DUNE/dunesw

Jan 2025 Sep 2025
2 Months active

Languages Used

FCLC++

Technical Skills

Configuration ManagementData ProcessingData ReconstructionDetector Data ProcessingDetector SimulationDetector Simulation Configuration

DUNE/dunereco

Jun 2025 Aug 2025
3 Months active

Languages Used

JSONNETJsonnetjsonnet

Technical Skills

Simulation ConfigurationConfiguration ManagementData ProcessingSignal ProcessingSimulation

DUNE/duneprototypes

Nov 2024 Sep 2025
3 Months active

Languages Used

C++FCL

Technical Skills

Data AcquisitionEmbedded SystemsFirmwareC++ DevelopmentConfiguration ManagementDetector Simulation

DUNE/duneana

Jun 2025 Jun 2025
1 Month active

Languages Used

C++FCL

Technical Skills

Algorithm OptimizationCalibrationClustering AlgorithmsCode RefactoringConfiguration ManagementData Analysis

DUNE/dunecore

Jul 2025 Aug 2025
2 Months active

Languages Used

FCLGDMLfcl

Technical Skills

Detector ConfigurationDetector GeometryGeant4XMLConfiguration

Generated by Exceeds AIThis report is designed for sharing and indexing