
Over a three-month period, contributed to the AliceO2Group/O2Physics repository by developing and optimizing data analysis frameworks for high energy physics studies. Built a derived-data framework for D* → D0 π decays, introducing new data structures and selection logic to streamline candidate reconstruction and analysis. Enhanced Monte Carlo simulation workflows by refactoring analysis logic for D*+ mesons in PbPb collisions, adding centrality-aware features and improving data access efficiency. Further extended the analysis pipeline by implementing a centrality axis for polarisation studies, enabling more accurate cross-scenario comparisons. Work demonstrated strong C++ development, scientific computing, and collaborative integration within complex physics software.
March 2026: Delivered Centrality Axis for Polarisation Studies in O2Physics, adding a centrality-dependent output to improve D*+ polarisation analyses across collision scenarios. This enables more accurate physics interpretations and cross-scenario comparisons. No critical bugs reported this month; feature deployed with minimal disruption. Co-authored commit 41e7a843d3485877fa00981e121a7a1b9827be70 with ALICE Action Bot; demonstrates collaborative development and code quality. Overall impact: enhanced data analysis fidelity, extended PWGHF output capabilities, and stronger support for polarisation-based physics programs. Technologies demonstrated: C++/ROOT analysis, PWGHF workflow integration, and Git-based collaboration.
March 2026: Delivered Centrality Axis for Polarisation Studies in O2Physics, adding a centrality-dependent output to improve D*+ polarisation analyses across collision scenarios. This enables more accurate physics interpretations and cross-scenario comparisons. No critical bugs reported this month; feature deployed with minimal disruption. Co-authored commit 41e7a843d3485877fa00981e121a7a1b9827be70 with ALICE Action Bot; demonstrates collaborative development and code quality. Overall impact: enhanced data analysis fidelity, extended PWGHF output capabilities, and stronger support for polarisation-based physics programs. Technologies demonstrated: C++/ROOT analysis, PWGHF workflow integration, and Git-based collaboration.
July 2025 — AliceO2Group/O2Physics: Delivered centrality-aware MC analysis for D*+ mesons in PbPb collisions. This included refactoring MC analysis logic in PWGHF to improve efficiency, adding centrality-dependent analysis, enhancing the handling/association of MC-generated particles with centrality information, and streamlining data structures for MC collision data to support more detailed analyses. The work is anchored by the commit f74d7154eecc7c24de4298afb5318d13736546cd ([PWGHF] Optimise and update the logic for MC analysis (#11921)). Impact: higher analysis throughput and precision for PbPb studies, enabling more accurate physics conclusions and faster iteration. Technologies/skills: C++/ROOT in PWGHF, MC analysis optimization, data-structure refactoring, centrality handling.
July 2025 — AliceO2Group/O2Physics: Delivered centrality-aware MC analysis for D*+ mesons in PbPb collisions. This included refactoring MC analysis logic in PWGHF to improve efficiency, adding centrality-dependent analysis, enhancing the handling/association of MC-generated particles with centrality information, and streamlining data structures for MC collision data to support more detailed analyses. The work is anchored by the commit f74d7154eecc7c24de4298afb5318d13736546cd ([PWGHF] Optimise and update the logic for MC analysis (#11921)). Impact: higher analysis throughput and precision for PbPb studies, enabling more accurate physics conclusions and faster iteration. Technologies/skills: C++/ROOT in PWGHF, MC analysis optimization, data-structure refactoring, centrality handling.
May 2025 monthly summary for AliceO2Group/O2Physics focusing on feature delivery and technical impact. Delivered a derived-data framework for D* → D0 π decays within the PWGHF module, establishing a new derived-data creator and associated data structures to store candidate properties, selection flags, and Monte Carlo information. This enables streamlined analysis and reconstruction of these decays, improving data processing workflows and reproducibility.
May 2025 monthly summary for AliceO2Group/O2Physics focusing on feature delivery and technical impact. Delivered a derived-data framework for D* → D0 π decays within the PWGHF module, establishing a new derived-data creator and associated data structures to store candidate properties, selection flags, and Monte Carlo information. This enables streamlined analysis and reconstruction of these decays, improving data processing workflows and reproducibility.

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