At |ice, I built a latency-sensitive, multilingual Phone Ordering Platform from the ground up, using AWS resources and integrating a full-stack Django application with internal services. I also built a guided onboarding app that takes a Salesforce opportunity through setup to go-live.
I’ve developed data products and experiments across |ice, hree UK, Gousto, Transdev North America, and Transdev. At |ice, I led A/B tests that boosted orders by 10% and helped develop an experiment evaluation pipeline; at hree UK, I created a Python, Azure Cloud, and dbt solution that saved 2,000 man-hours monthly.
At Transdev, I used predictive modeling to reduce customer churn from 35% to 10%, and live operations dashboards improved car arrival on-time rates from 60% to 97%. I work across full-stack engineering and data science, from product features and APIs to analytics and observability.

