Ali Ganji
Data Scientist | Specializing in Marketing Analytics, CLV Prediction, Machine Learning, Data Science, Deep Learning | Python, Spark, SQL
- Role
- Data Scientist at Expedia Group
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Ali Ganji
As a Data Scientist at Expedia Group, I specialize in developing and deploying scalable machine learning models that drive marketing strategies and customer engagement. I have worked on developing, deploying, improving, and maintaining machine learning models to predict customer lifetime value, hotel booking cancellations, and Google Search Rankings. With a Ph.D. in Industrial Engineering from Arizona State University, I have a strong foundation in statistical modeling and data analysis. I am proficient in Python, SQL, Spark, and I am passionate about using machine learning to solve complex business problems.
Experience
Data Scientist
May 2022 — Present · Seattle, WA, US
End-to-end Machine Learning to predict Customer Lifetime Value-Optimizing data pipelines (10x faster)- Model evaluation and communicating the results to stakeholders- Tweaked the model to meet stakeholder requirements (accounting for cancellations/longer time-period- Automated Data quality checks and monitoring- Led end-to-end efforts to add new features and metrics to the modelBooking cancellation prediction- Led the effort to port the model to the new ML Platform- Worked on data quality checks/monitoring- Extending the model to account for seasonality- Mentored/supported other team members
Education
Arizona State University
Doctor of Philosophy (Ph.D.), Industrial Engineering
2015 — 2021
Sharif University of Technology
Master's Degree, Industrial Engineering
2008 — 2011
Azad University (IAU)
Bachelor of Science (BSc), Industrial Engineering
2004 — 2008
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