Raunak Mundada

Raunak Mundada Email and Phone Number

Senior Data Scientist @ Humana | Applied Statistics, Machine Learning, Gen AI, AI Strategy @ Humana
Raunak Mundada's Location
Austin, Texas, United States, United States
Raunak Mundada's Contact Details

Raunak Mundada personal email

n/a
About Raunak Mundada

I am an analytically driven data evangelist, who is passionate about working with data to develop and validate hypotheses, find patterns in data and answer complex questions using statistical modeling, data visualization and machine learning to drive business insights. Strong research professional with proficiency in tools like Python, R, SQL, Apache Spark, Git and Azure DevOps. A life-long student of data science, I am interested in solving complex business questions and developing end-to-end data science products.At GM Financial, I successfully researched and developed custom credit risk scorecards to estimate probability of defaults using machine learning techniques like random forests and gradient boosting machines, achieving 10% improvement in model performance over existing scorecards to identify potential loan applicants and maintain risk levels. I also developed a R package for internal use that include easy to use custom tools and functions for common data science tasks while promoting best practices and reproducibility; adoption of this package by the team helped speed up progress in building data science products. Prior to GMF, I worked as a research assistant in SMU Ubicomp lab, focusing on deep learning architectures (convolutional neural networks) for in-air hand gesture recognition (Airware: https://arxiv.org/pdf/2101.10245.pdf).You can easily reach me at raunakm90@gmail.com.

Raunak Mundada's Current Company Details
Humana

Humana

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Senior Data Scientist @ Humana | Applied Statistics, Machine Learning, Gen AI, AI Strategy
Raunak Mundada Work Experience Details
  • Humana
    Senior Data Scientist
    Humana Sep 2021 - Present
    Louisville, Kentucky, Us
  • Gm Financial
    Statistician Ii
    Gm Financial Jul 2019 - Sep 2021
    Fort Worth, Texas, Us
  • Gm Financial
    Statistician
    Gm Financial Oct 2017 - Jul 2019
    Fort Worth, Texas, Us
  • Southern Methodist University
    Graduate Research And Teaching Assistant
    Southern Methodist University May 2016 - Dec 2017
    Dallas, Tx, Us
  • Algoanalytics
    Quantitative Analyst
    Algoanalytics Jan 2014 - Jul 2015
    Pune, Maharashtra, In

Raunak Mundada Skills

R Statistics Data Analysis Matlab Python Machine Learning Sql Microsoft Excel Statistical Modeling Programming Big Data Data Mining Databases Microsoft Powerpoint Sas Apache Spark Research Strategy Linux Predictive Analytics C++ C Mongodb Tableau Deep Learning Supervised Learning Unsupervised Learning Data Visualization Decision Trees

Raunak Mundada Education Details

  • Southern Methodist University
    Southern Methodist University
    Applied Statistics And Data Analysis
  • Vishwakarma Institute Of Technology
    Vishwakarma Institute Of Technology
    Electrical And Electronics Engineering

Frequently Asked Questions about Raunak Mundada

What company does Raunak Mundada work for?

Raunak Mundada works for Humana

What is Raunak Mundada's role at the current company?

Raunak Mundada's current role is Senior Data Scientist @ Humana | Applied Statistics, Machine Learning, Gen AI, AI Strategy.

What is Raunak Mundada's email address?

Raunak Mundada's email address is ra****@****ial.com

What schools did Raunak Mundada attend?

Raunak Mundada attended Southern Methodist University, Vishwakarma Institute Of Technology.

What are some of Raunak Mundada's interests?

Raunak Mundada has interest in Predictive Analytics, Education, Probability, Statistical Modeling, Lawn Tennis, Health.

What skills is Raunak Mundada known for?

Raunak Mundada has skills like R, Statistics, Data Analysis, Matlab, Python, Machine Learning, Sql, Microsoft Excel, Statistical Modeling, Programming, Big Data, Data Mining.

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