Hi, I am Mahmud

Physics and Data Science @ Minerva University
Machine Learning and Computational Modeling in Astronomy
Research Projects Simulation

Research

shap_feature_importance
Undergrad Thesis

Developed a semi-supervised machine learning pipeline to detect members of open star cluster from direct observational data

skyplot_2244_2264
Random Forest in Open Clusters

Trained and applied a Random Forest model using Gaia DR2 data and found substructures in several open clusters

mass-segregation-old-and-young-cluster
Mass Segregation

Proposed a specific research design to understand if the mass segregation in open cluster is primordial or is it due to the cluster dynamics

Projects

Simulation