During the month, contributed two core features to the eic/physics_benchmarks repository, focusing on jet analysis and visualization in high energy and particle physics contexts. Enhanced electron-jet analysis accuracy by refining electron constituent identification and implementing jet-electron tagging through association weighting and PDG ID inspection. Improved data visualization by updating jet constituent plots to display momentum rather than energy, and clarified histogram and variable naming for better interpretability. These changes, implemented in C++ and leveraging data analysis techniques, increased the accuracy of physics results and improved code maintainability, supporting more precise and transparent analysis workflows without introducing new bugs.