Zhuomeng Gao
Senior Data Scientist at Sephora | Marketing Data Science | IEEE Senior Member
- Role
- Senior Data Scientist at SEPHORA
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Zhuomeng Gao
Marketing Data Science- Machine Learning & Generative AI: End-to-End Model Development (System Design, Deployment, Monitoring),Deep Learning (RankNet, CNNs, RNNs), LLM Integration and Fine-Tuning (Transformers, Prompt Engineering, Embedding Models), Generative AI Applications (Agentic Workflow Orchestration)- Marketing Science: Marketing Mix Modeling Multi-Touch Attribution (MTA), Time Series Analysis, Causal Modeling, Media ROI Optimization, Experimentation (A/B Testing & Geo-experiments, Lift Studies), Customer Analysis (Customer Lifetime Value, Post Purchase Journey, Segmentation)- Stakeholder Management: Ownership of Org-Wide Marketing Initiatives, Cross-functional Collaboration with Leadership and Stakeholders to Translate Business Objectives into ML and AI solutionsTools: Python (Scikit-learn, PyTorch, TensorFlow), PySpark (Databricks, Delta Lake), R, SQL (Hadoop, Hive, BigQuery, Snowflake), MLOps & Engineering (CI/CD Pipelines, Docker, Airflow), Tableau, Excel (VBA, Solver), PM (JIRA, Confluence) E-mail: z••••••••@gmail.com
Experience
Senior Data Scientist
Jan 2023 — Present · Seattle, WA, US
Personalization ML- Recommender System
Education
Guangdong University of Foreign Studies
Bachelor of Arts, Business English
University of Applied Sciences and Arts Dortmund
Exchange Student, International business
University of Rochester
Master of Science, Marketing Analytics
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