Satwant Singh Email and Phone Number
I am an experienced professional with prior experience building predictive models leveraging massive datasets using H2o, sklearn and other modeling libraries.Highly proficient in using Python, Hadoop map-reduce, PySpark SQL, RDD and DataFrame APIVery firm understanding of market-basket analysis, recommendation engines, streaming data and massive big data clustering algorithms like BFR, CURE. Hands on experience on AWS EC2, S3 and DynamoDB, MongoDB, Snowflake, DataBricksDelivered multiple projects in financial risk modeling to clients in UHG and managed end to end project pipeline.4 years of experience working in a fast paced team environment where I learnt to manage end to end project and client communication.I have a firm grip over Machine Learning algorithms like Linear Regression, Logistic regression , Random Forest, GBM, XGBoost, SVM, Neural Networks, Language modeling, markov chains, Naive Bayes and applied statistics, probability and computing algorithms required to successfully build a ML Project Pipeline.I have taken following Graduate Level courses at USC which have trained me to be a proficient ML Engineer-> Machine Learning for Data Science-> Foundations of Data Management -> Foundations and Applications of Data Mining-> Applied Natural Language Processing
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Senior Data ScientistCapital One Jun 2023 - PresentMclean, Va, UsResponsible for developing predictive models for enabling digital fraud and dispute intake process for Capital One US iOS mobile app. -
Graduate Student Research AssistantUsc Viterbi School Of Engineering Aug 2021 - May 2023Los Angeles, California, UsWorking towards building heuristics capable of accurate covid-19 surge forecasting under Prof Ajitesh -
Course ProducerUsc Viterbi School Of Engineering Jan 2022 - Dec 2022Los Angeles, California, UsCourse Producer for DSCI 552 under Professor Rajati. -
Data Science InternCapital One Jun 2022 - Aug 2022Mclean, Va, UsTeam: Credit Card Fraud Intelligence TeamProject: Building a real time solution for predicting whether a customer is making a legitimate fraud claim or not.Generating personalized reason codes for claim denial which helps call center agents deny customer claims.Leveraging Shapley, LIME, some unsupervised methods of customer profiling along with business rules for developing reason codes. -
Senior Data ScientistUnitedhealth Group Aug 2019 - Jul 2021UsKey areas of focus involve developing predictive models aimed at identifying fraud and abuse patterns in Health Insurance claims and setting up operational processes to tackle them. -
Data ScientistUnitedhealth Group Jun 2017 - Aug 2019UsWhile working in Advanced Research & Analytics wing, we develop capabilities in all paradigms of advanced analytics such as text analytics, computer vision and big data analytics. -
Research InternshipStmicroelectronics Jan 2016 - Jul 2016Geneva, Switzerland, ChEnhancing the capabilities of the EDA Tools to mitigate designers' challenges.
Satwant Singh Education Details
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University Of Southern CaliforniaApplied Data Science -
Punjab Engineering CollegeElectrical And Electronics Engineering
Frequently Asked Questions about Satwant Singh
What company does Satwant Singh work for?
Satwant Singh works for Capital One
What is Satwant Singh's role at the current company?
Satwant Singh's current role is Data Science & Machine Learning @ Capital One | MS Data Science USC| ex UHG |.
What schools did Satwant Singh attend?
Satwant Singh attended University Of Southern California, Punjab Engineering College.
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