About
I am a Data Analyst in Marketing and Product Analytics at REDX, where I own the team's infrastructure: the full lifecycle of a lead from capture and attribution through the sales flow and re-engagement, plus the pipelines and reporting underneath it.
Outside work I build machine learning and statistical analysis projects, along with AI model optimization, fine-tuning, and agent building.
More about me
Projects
Things I have built.
RHC Causal Inference
Estimates the causal effect of right heart catheterization on ICU mortality using propensity score weighting, doubly robust estimation, and E-value analysis.
CMS Readmission Predictor
Predicts 30-day unplanned hospital readmissions using Medicare claims data. LightGBM classifier with monotonic constraints for clinical correctness, SHAP interpretability, and full experiment tracking via MLflow.
REDX Email Operations
End-to-end email marketing infrastructure serving 100K+ contacts weekly with data-driven segmentation and automation.
Executive Reporting Pipeline
Automated executive reporting pipeline leveraging AI-driven data processing and real-time analytics dashboards.
Open to data science and AI engineering roles
I'm looking for teams building serious data systems and AI infrastructure. If that's you, let's talk.