Pragati Parikh
Vice President at JP Morgan | Fraud Modeling | Data Science
- Role
- Vice President at JPMorganChase
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Pragati Parikh
Experienced Machine Learning Specialist with ~9 years of relevant experience and a demonstrated history of conceptualizing and solving complex problems across industries like finance, digital marketing, information technology and retail domains using statistical and analytical modeling*Strong mathematical and statistical educational background with a Master of Science (MS) from Indian Statistical Institute*Currently working as a senior associate in Fraud risk modeling team of JP Morgan Chase & Co. My reponsibilites account for creating fraud models for various Chase products like credit/debit cards, overdraft, digital money etc, leveraging advanced ML algorithms and using big data platforms (Hadoop, Hive, Apache Pyspark, Scala Spark)*Skilled in developing end-to-end development of machine learning models starting with data preparation, feature selection, hyper-paramter tuning to final selection of models*Proficient in sophisticated machine learning algorithms like logistic regression, bagging, boosting, random forest, XGBoost, clustering, bayesian optimizer, TabNet etc.
Experience
Vice President
Feb 2026 — Present
Education
Banaras Hindu University
Bachelor of Science - BSc, Mathematics
2012 — 2015
Indian Statistical Institute (SQC & OR)
Master of Science - MS, Quality Management Science
2015 — 2017
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