Senior Living Pricing Platform
Led ML-powered pricing strategy for senior housing, supporting enterprise rollout across 40K+ properties.
Past Work
Revenue Analytics (2021 - 2026)
Ensemble Forecasting
Built 365-day demand forecasts with rolling validation and event-aware model features.
Inventory Optimization
Developed room allocation and shadow pricing workflows for automated booking controls.
Writing
Article
A statistical dive into the gap between AI benchmarks and real agent behavior across 120 runs.
Open Source
A JavaScript library for soft, hand-painted watercolor charts in the browser.
Article
A walkthrough of PCA, eigenvectors, and dimensionality reduction from first principles.
Article
A practical implementation guide for principal component analysis with Python examples.
Research
COVID-19 Spread Modeling
Hidden Markov modeling work for pandemic spread prediction and geospatial analysis.