[Virtual Meetup] Personalised Recommendations w/ Skyscanner

Presented by

Maria Prosviryakova - Senior ML Engineer at Skyscanner

About this talk

Looking for places to travel next in these uncertain times? Interested in finding great deals in safe destinations? Skyscanner's personalised recommendations can save your precious decision time! In this talk, Maria Prosviryakova, Senior Machine Learning Engineer at Skyscanner, will share the journey from a simple yet impactful collaborative filtering model to deep learning-powered destinations recommendations. Maria will touch upon the architecture of the real-time recommender system that relies on ML pipelines and MLflow and is orchestrated using Apache Airflow. She will also discuss challenges faced on the road to production, and how the personalised recommendations increased Skyscanner's engagement metrics. Speaker bio: Maria Prosviryakova is currently working as a Senior ML Engineer at Skyscanner. Maria holds an MS degree in Statistics and has 7+ years of experience working as a data scientist across different industries and locations: finance in New York, e-commerce in Buenos Aires and the travel industry in Barcelona. She now specialises in recommender systems and ML in production.

Related topics:

More from this channel

Upcoming talks (5)
On-demand talks (354)
Subscribers (45938)
Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results. Organizations that use Dataiku elevate their people (whether technical and working in code or on the business side and low- or no-code) to extraordinary, arming them with the ability to make better day-to-day decisions with data. More than 450 companies worldwide use Dataiku to systemize their use of data and AI, driving diverse use cases from fraud detection to customer churn prevention, predictive maintenance to supply chain optimization, and everything in between.