Satwant Singh

Satwant Singh Email and Phone Number

Data Science & Machine Learning @ Capital One | MS Data Science USC| ex UHG | @ Capital One
Satwant Singh's Location
Falls Church, Virginia, United States, United States
About Satwant Singh

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

Satwant Singh's Current Company Details
Capital One

Capital One

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Data Science & Machine Learning @ Capital One | MS Data Science USC| ex UHG |
Satwant Singh Work Experience Details
  • Capital One
    Senior Data Scientist
    Capital One Jun 2023 - Present
    Mclean, Va, Us
    Responsible for developing predictive models for enabling digital fraud and dispute intake process for Capital One US iOS mobile app.
  • Usc Viterbi School Of Engineering
    Graduate Student Research Assistant
    Usc Viterbi School Of Engineering Aug 2021 - May 2023
    Los Angeles, California, Us
    Working towards building heuristics capable of accurate covid-19 surge forecasting under Prof Ajitesh
  • Usc Viterbi School Of Engineering
    Course Producer
    Usc Viterbi School Of Engineering Jan 2022 - Dec 2022
    Los Angeles, California, Us
    Course Producer for DSCI 552 under Professor Rajati.
  • Capital One
    Data Science Intern
    Capital One Jun 2022 - Aug 2022
    Mclean, Va, Us
    Team: 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.
  • Unitedhealth Group
    Senior Data Scientist
    Unitedhealth Group Aug 2019 - Jul 2021
    Us
    Key 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.
  • Unitedhealth Group
    Data Scientist
    Unitedhealth Group Jun 2017 - Aug 2019
    Us
    While 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.
  • Stmicroelectronics
    Research Internship
    Stmicroelectronics Jan 2016 - Jul 2016
    Geneva, Switzerland, Ch
    Enhancing the capabilities of the EDA Tools to mitigate designers' challenges.

Satwant Singh Education Details

  • University Of Southern California
    University Of Southern California
    Applied Data Science
  • Punjab Engineering College
    Punjab Engineering College
    Electrical 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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