End-to-End Pipeline Ownership
Orchestrating ELT pipelines with Airflow, dbt, and BigQuery to eliminate manual overhead.
Predictive Analytics & ML
Deploying churn models, K-Means segmentation, and apriori mining into production to drive revenue.
Actionable Dashboards
Building live monitoring and self-service dashboards for proactive decision-making.
Recent Projects
Building a Trading Signal Pipeline for Polymarket
Four engineering decisions that separate a production-grade prediction pipeline from a backtest that only works in hindsight.
World Happiness: What 14 Years of Data Actually Shows
Using a balanced panel of 129 countries to find out what drives national happiness -- and what the numbers get wrong.
Fake Job Postings: How Machine Learning Can Protect Job Seekers
Training three ML models to detect fraudulent job postings -- and finding that the words in a posting matter far more than any metadata field.