Hello, I’m Sabun
I’m a Business Analytics graduate student at the University of South Dakota with a background in Information Technology and Business Administration.
With over five years of experience in digital marketing and e-commerce, I have worked with campaign data, customer behavior, and performance metrics to improve business outcomes. I focus on turning data into actionable insights that support better decision-making.
My work combines business understanding and analytical tools such as SQL, R, Python, and data visualization to analyze problems, uncover trends, and deliver data-driven solutions.
Resume
LinkedIn | GitHub | Email
Technical and Professional Skills
Projects
Executed machine learning attrition prediction model (80.3% ROC-AUC) using Python, SMOTE, and GridSearchCV, enabling HR to reduce turnover costs by identifying at-risk employees based on compensation and overtime patterns.
Python
Created SQL Server database and data warehouse for luxury wellness resort with ER diagrams, relational schemas, and ETL pipelines to support reservations analytics, reporting, and customer experience insights.
SQL
UnitedHealth Group Stock Forecasting
Analyzed 4 years of UnitedHealth Group (UNH) stock data using time series techniques, building and evaluating ARIMA, ETS, and Random Walk models in R, and selecting the optimal model based on RMSE, MAE, and MAPE to generate short-term forecasts.
R Programming
Amazon Kindle Sentiment Analysis
Applied NLP techniques (tokenization, stemming, DTM) in R to analyze sentiment patterns across 12,000 customer reviews, identifying key emotional drivers of satisfaction and generating actionable recommendations for content strategy and platform optimization.
R Programming
Education
University of South Dakota | Aug 2024 - Current
Master’s in Business Analytics | GPA 3:77
Westcliff University | Mar 2020 – Mar 2022
Master’s in Business Administration | GPA 3.75
Experience
Graduate Research Assistant | Aug 2025- Current
University of South Dakota, Vermillion South Dakota
Coyote Business Consulting | Aug 2025- Current
University of South Dakota, Vermillion South Dakota
Campaign Manager, Daraz Nepal | Jan 2023 – Mar 2024
Kathmandu Nepal
Thank you for visiting my portfolio.
Get in touch with me ☕
- Email: sabundhital@gmail.com
- LinkedIn: linkedin.com/in/sabundhital/
- Location: Vermillion, South Dakota
©️ 2026 Sabun Dhital. All rights reserved.