Designed efficient outlier detection and binary classification models for specified scenarios, enabling adaptive model updates through incremental and online learning without complete retraining.

Conducted an extensive survey of novae in the M31 galaxy using UVIT data from AstroSat, identifying 80 novae detections. Cross-referenced findings with existing catalogs to ensure accuracy and completeness, resulting in a comprehensive catalogue with detailed information, including precise coordinates and magnitude measurements, to support future research on stellar evolution.