Senior Software Architect
Monetate
Jan 2017 - Dec 2018 (2 years)
As a software architect and then senior software architect at Monetate, I lead the engineering efforts to build "Monetate Intelligent Personalization Engine", a machine learning-based overhaul of the platform's key optimization capabilities. We successfully delivered multiple products on time and in scope over the course of this multi-year effort.
Key deliverables include:
- dynamic campaigns which direct traffic to winning variants in proportion to their relative success, using multi-armed bandit optimization
- dynamic campaigns which use customer data to deliver winning variants to the customers who are more likely to convert based upon their attributes, using contextual multi-armed bandit optimization
- machine learning interpretabilit