Overview
Work History
Education
Skills
Leadership And Accomplishments
Timeline
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Medha Prakash

Nashville,TN

Overview

5
5
years of professional experience

Work History

Warranty Quality Data Analyst

Cummins
06.2023 - Current
  • Created various Excel documents to assist with pulling metrics data and presenting information to stakeholders for concise explanations of best placement for needed resources.
  • Developed complex dashboard and reporting tools in Power BI to track business performance metrics.
  • Developed and maintained tables in Databricks using Pyspark to support business operations.
  • Enhanced business efficiency by identifying trends and patterns in complex datasets.
  • Enhanced team's analytical capabilities with training on latest data analysis tools and techniques.
  • Increased claim automation by 2% by creating data models in Python using NLP and ML techniques to support claim automation decision-making processes.
  • Collaborated with stakeholders to identify business needs and data sources.
  • Conducted interviews for internship and co-op positions to identify top talent.

Data Science Researcher

Nationwide
08.2022 - 05.2023
  • Building, evaluating, and documenting predictive models and sharing findings with the team and business partners
  • Define business problems related to Pet Insurance
  • Acquiring, preparing, and cleaning data sets from one or more data sources, some containing millions of rows and hundreds of dimensions
  • Analyzing and visualizing trends and patterns in structured and/or unstructured data and effectively communicating relevant insights in support of business problem solving
  • Streamlined database management procedures, improving data integrity and accessibility for all team members.

Data Science Intern

Perfios Software Solutions Pvt Ltd
05.2022 - 08.2022
  • Automated analysis of (un-)structured data from financial statements for identification of customer persona and credit worthiness by extracting the data by passing bank statements
  • Performed Exploratory Data Analysis(EDA) to understand relation between different features
  • Used machine learning concepts to build a model to understand customer spending behavior and trend in monthly spending behavior for an individual
  • Implemented data visualization techniques to effectively communicate insights to stakeholders.
  • Identified, analyzed and interpreted trends in complex data sets using supervised and unsupervised learning techniques.
  • Utilized programming languages such as Python extensively throughout the internship – applying relevant libraries and frameworks when appropriate.
  • Improved the accuracy of the model for detection of loan defaulters by 10%

Undergraduate Teaching Assistant

The Ohio State University
08.2020 - 12.2021
  • Taught a class on Introduction to Java programming and Runtime analysis and algorithms.
  • Responsible for grading assignments and giving feedback of up to 40 students per semester.
  • Streamlined communication between students and professors by managing online discussion boards and responding to email inquiries promptly.
  • Nurtured a positive learning environment by promoting open communication, teamwork, and respect for diverse opinions.
  • Conducted office hours every week.
  • Provided one-on-one tutoring sessions for struggling students, resulting in improved grades and increased comprehension of course material.

Education

Bachelor of Science - Data Analytics, Computational Analytics

The Ohio State University
Columbus, Ohio
05.2023

Skills

  • Programming Languages: Python, SQL, Pyspark, R, NoSQL, Java, C/C, HTML, Matlab
  • Packages: Pandas, Numpy, Seaborn, Matplotlib, Scikit-learn, NLTK, FuzzyWuzzy, Collections, Re, Spacy, Textblob, Imblearn
  • Applications: Databricks, TOAD, PLSQL, MySQL, Jupyter, Anaconda, Visual Studio, Power BI, Tableau, BlueJ, NetBeans, PyCharm, RStudio, Snowflake

Leadership And Accomplishments

  • Founder and President, WeSMILE, 08/20, Present, WeSMILE is a social service organization funded and supported by OSU for volunteer work for the community. We aim at volunteering at retirement homes in order to give senior citizens few of the best moments of their lives which they can cherish forever.

Timeline

Warranty Quality Data Analyst

Cummins
06.2023 - Current

Data Science Researcher

Nationwide
08.2022 - 05.2023

Data Science Intern

Perfios Software Solutions Pvt Ltd
05.2022 - 08.2022

Undergraduate Teaching Assistant

The Ohio State University
08.2020 - 12.2021

Bachelor of Science - Data Analytics, Computational Analytics

The Ohio State University

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Medha Prakash