Serif K.
Data Scientist | Generative AI
- Role
- Data Scientist at Gap Inc.
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Serif K.
As a Data Scientist, I apply my skills and knowledge in machine learning, deep learning, mathematical optimization, and forecasting to solve complex business problems and drive growth. I have a Master of Science degree in Operations Research and over six years of experience in data science across various domains and industries including Cloud, Customer Growth, Inventory Management / Supply Chain and Retail. I have developed and deployed ML models for product rankings, demand forecasting, store clustering, customer segmentation, churn prediction, anomaly detection, and various other prediction and classification solutions using Python, R, SQL, Azure Databricks, and other tools and platforms. I have also leveraged my expertise in operations research to design and implement efficient and robust solutions for mathematical optimization, heuristic optimization, and linear programming. I am passionate about finding innovative and data-driven ways to improve decision making and performance.
Experience
Data Scientist
Oct 2021 — Present · San Francisco, CA, US
Customer Reviews Summarization: Creating AI-driven summaries to enhance customer insights and improve the shopping experience.• Assortment Localization: Optimizing product selection for best diversity, tailored to regional and customer-specific preferences.
Education
Naval Postgraduate School
Master of Science - MS, Operations Research
2014 — 2016
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