R
LPsmooth
R package for goodness-of-fit testing that integrates modeling, estimation, inference, and graphics through smooth tests and comparison density plots.
Packages and Repositories
Py
DisfreeTestAPS
Python repository with code, tutorials, and examples for implementing distribution-free goodness-of-fit tests.
Py
LPBkg
Python package for modeling, estimation, inference, and signal characterization under background mismodeling.
Skills
- Programming and ML: Python, R, SQL, Pandas, NumPy, scikit-learn, LightGBM, XGBoost, PyTorch.
- Statistics and analytics: hypothesis testing, regression modeling, GLMs, experimental design, Bayesian statistics, and statistical power analysis.
- ML systems and tools: feature engineering, model evaluation, cross-validation, SHAP, RAG, multimodal retrieval, Hugging Face Transformers, Gradio, Git, and AWS SageMaker.