Muskan Sharma
Senior Associate, Data Science @Capital One
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WORK HISTORY
Senior Associate, Data Science @Capital One
NY, US
Developing a real-time GBM classification model to predict the likelihood of customer delinquency or potential first-party fraud within the next 90 days using PySpark, processing 40 million+ daily over-limit transaction authorizations.• Engineered 50+ features, extracted from Snowflake-managed and AWS S3 buckets, with Recursive Feature Elimination (RFE) to optimize model accuracy, validated using Somers\' D and PSI scores for precision and stability.• Collaborated with engineering teams to manage deployment of training pipelines in production using Kubeflow, and with product stakeholders to deliver tailored risk models that support fraud prevention and delinquency mitigation.
EDUCATION
Carnegie Mellon University
Master's degree, Management Information Systems, General
Guru Gobind Singh Indraprastha University
Bachelor of Technology, Electrical, Electronics and Communications Engineering
ABOUT MUSKAN SHARMA
Senior Data Scientist @Capital One | Carnegie Mellon University Alumna
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