Dr. Swathi Sasikumar

1. Developed the first ever interface layer that made a particle reconstruction (data-processing) framework geometry-agnostic, enabling shared use across multiple experiments. 2. Coordinated efforts between software developers and hardware experts to realize this detector-independent framework by analyzing different detector geometries and operational constraints. 3. Designed and executed validation test cases to verify algorithm integrity and overall system performance.

1. Built and optimized simulation workflows for high-precision detector modeling, adding automated validation for reproducibility. 2. Led a feasibility study on detecting rare signal events within extremely high-noise datasets, developing and applying advanced statistical modeling and ML(XG-Boost) classification methods to assess detectors for future experiments. 2.Coordinated collaboration between MPP, LLR Paris, and the University of Liverpool, aligning methodologies across ILC and FCC studies.