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SowmyaKothari/README.md

Sowmya Kothari Banner

Hi there 👋 I'm Sowmya Kothari!

I'm a Master's student in Business Analytics at The University of Texas at Dallas, passionate about leveraging data to drive business decisions. With a solid foundation in Data Science and Business Analytics from IIIT-Bangalore and experience in developing data-driven solutions, I am actively looking to launch my career as a Business Analyst.

🔭 What I'm working on:

  • Building predictive models and conducting Exploratory Data Analysis (EDA) on real-world business data
  • Enhancing my skills in Python, R, SQL, Tableau, and Power BI
  • Working on business-focused projects like Telecom Churn Prediction, Credit Card Fraud Detection, and Risk Analysis for Banking

🌱 What I'm learning:

  • Advanced machine learning techniques for business applications
  • Data modeling and web analytics
  • Continuing to refine my skills in PowerBI, RStudio, and Stata

👯 What I'm looking to collaborate on:

  • Data science projects that apply machine learning and data analytics to solve business problems
  • Projects focused on fraud detection, customer retention, and risk management

🤔 Where I need help:

  • Exploring new tools and techniques in the analytics field that optimize decision-making processes
  • Expanding my network with professionals and peers in the business analytics and data science community

💬 Ask me about:

  • Predictive analytics and how it can transform business decision-making
  • My experiences in data-driven marketing, credit risk modeling, and customer acquisition strategies
  • Balancing technical skills with soft skills like communication and teamwork in data projects

⚡ Fun fact:

  • When I'm not deep diving into data, you can find me working on planning events or running!

🔍 Explore my projects and repositories to see how I apply my knowledge and skills in business analytics.

Connect with me:

LinkedIn Email

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  1. Data-Science-Portfolio Data-Science-Portfolio Public

    This repository highlights data science projects from my academic journey, focusing on fraud detection, credit and risk analysis, and lead categorization. Specializing in banking and financial data…

  2. EDA--Risk-Analysis-for-Banking-and-Financial-services EDA--Risk-Analysis-for-Banking-and-Financial-services Public

    Identification of patterns and variables that indicate a client’s difficulty in paying loan installments.

    Jupyter Notebook

  3. Lead-Scoring-Case-Study Lead-Scoring-Case-Study Public

    A lead scoring model for the company Education X to improve lead conversion rate

    Jupyter Notebook

  4. Telecom-Churn-Case-Study Telecom-Churn-Case-Study Public

    Predictive models to identify customers at high risk of churn and identify the main indicators of churn.

    Jupyter Notebook

  5. BFSI-Credit-Risk-Management BFSI-Credit-Risk-Management Public

    Statistical model that can predict the Loss Given Default(LGD) for borrowers

    Jupyter Notebook

  6. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Machine learning-based fraud detection system capable of identifying and preventing fraudulent transactions in real-time for Finex, a financial service provider based in Florida.

    Jupyter Notebook