Linear Regression (from scratch)
Used Ordinary Least Squares Regression and Gradient Descent to create Linear Regression from scratch
Portfolio
Auto Liability Loss Triangle Generator
Built an automated R pipeline to merge multi-year claims listings and construct loss development triangles, optimizing actuarial workflows by replacing manua...
ClearRate: Personal Lines Rating Engine
Developed a Python-based insurance rating engine with a GLM rate adjuster and a sensitivity analysis suite, delivered via an interactive Streamlit dashboard.