Research Software & Projects
XGB_SN
Clean, reproducible workflow for predicting neutron separation energies with XGBoost. The project includes nuclear-data cleaning, configurable feature sets, tuning/evaluation stages, and saved environment metadata to support repeatable model comparisons.
snapshot2gaia
Gaia-based observed-cluster reference builder for simulation-to-observation workflows. It validates Gaia-like CSV files, applies conservative quality cleaning and first-pass membership cuts, and exports diagnostic plots, tables, reports, and run metadata.
Astro Code Survey
Curated open-source computational astrophysics toolkit directory with an interactive companion site. The survey organizes 59 public projects across 13 research categories to make relevant astronomy and astrophysics software easier to discover and compare.
AGAMA-Based Snapshot Generation
Worked with AGAMA to generate initial conditions and snapshots for star-cluster and galaxy models using Plummer, King, NFW, and Hernquist-type profiles, building familiarity with dynamical modeling and introductory N-body workflow concepts.
Physical Parameters of Spiral Galaxy NGC-2639
Derived galaxy parameters using SDSS photometric data, Aladin Sky Atlas, Hubble-Lemaître Law, and Tully-Fisher relation.
Bayesian-Optimized ML Pipeline
Developed reproducible pipeline for Optuna-based hyperparameter search, CatBoost/XGBoost model training, and SHAP-based feature importance analysis.
DD-PCX Parametrization in DIRHB
Implemented and validated density-dependent point-coupling parametrization in relativistic mean-field code.