Hi, i'm Lauren.
I lead efforts to build and evaluate machine learning models at Spotify.
My life's mission is to build technology that enhances real-world experiences.
I lead efforts to build and evaluate machine learning models at Spotify.
My life's mission is to build technology that enhances real-world experiences.
SPORT MODE
Spearheaded the conception, design and development of tempo range and sequencing functionality aimed to enhance user experience and reduce friction while exercising.
GROWTH
Drove user growth from 130 to 220 million by driving strategic expansion strategies during Spotify's rapid subscriber increase.
Informed feature prioritization by managing A/B testing with engineering teams to assess the impact of product and content features on user growth and retention.
MACHINE LEARNING
Headed long-term strategy, quarterly roadmaps and product development of machine learning models for financial engineering.
Led the development and evaluation of DNN and RNN models to predict user gross profit, improving the overall accuracy and speed of LTV forecasting at scale.
