Remy C.
Senior Data Scientist @ Wayfair | AI, ML and Customer Journey
- Role
- Data Scientist at The Home Depot
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
Experience
Data Scientist
Sep 2024 — Present
Solely managed HDFS credit product reporting infrastructure for 2B+ weekly sales and 60K+ applications by maintaining BigQuery databases, SQL workbooks, Tableau dashboards, and Python ETL pipelines.• Performed statistical analysis on cross-portfolio credit products, uncovering shifts in payment penetration and spend behavior. Identified over $70M revenue cannibalization risk, providing executive leadership data-driven insights.• Built RFM customer segmentation model in SQL and Python to profile customer behavior, boosting targeted email and paid media engagement by 25% through data-driven audience clustering.• Migrated the Direct Marketing data pipeline from local to cloud infrastructure to accelerate campaign data processing and enable real-time delivery of customer segments for email and media targeting.• Designed scalable BigQuery pipelines to bulk process marketing promotional transaction data fromGCS, dynamically adapting to schema changes. Improved data accuracy and reduced manual processing by 90%, streamlining workflows for IT and Marketing teams.• Restructured internal flash report code, created data dictionaries and inline documentation, improving maintainability by 80% and reducing on-boarding time from 4 weeks to 5 days.
Education
Georgia State University
Master's degree, Quantitative Finance - Data Science
2020 — 2022
Missouri State University
Bachelor’s degree, Mathmatical Finance
2016 — 2020
Georgia Institute of Technology
Master's degree, Computer Science
2020 — 2022
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