Services & Expertise
Specialized research and consulting in statistical machine learning, survival analysis, and AI.
Survival Analysis
Kaplan-Meier, Cox regression, and custom survival models for research and industry.
Statistical Machine Learning
Decision forests, ensemble methods, and imbalanced data solutions.
AI & Deep Learning
LLM research, neural networks, NLP, and model optimization.
Open Source Development
Python package development and production-ready ML libraries.
Academic Consultation
Research collaboration, paper review, and statistical guidance.
Current Research Focus
Published Work
- • Shape Penalized Decision Forests (IEEE)
- • Surface-to-Volume Regularization
- • Imbalanced Dataset Classification
Under Review
- • MART: Moving Average Randomized Tree
- • Concordance-based Survival Cobra
- • Integrated Brier Score Methods
Open Source Contributions
Interested in Collaboration?
Let's discuss how my expertise can help with your research or business needs.