Software Developer with more than 1.5 years of corporate experience. Experience in FullStack / Software Development.
Location
Denver, CO
Education
U
University of Colorado Denver
January 2023 - May 2025
degree
Master's
major
Computer Science
N
National Institute of Technology
Work Experience
E
E commerce Sales Prediction
December 2023 - December 2023
company
E commerce Sales Prediction
overview
- Machine Learning, Python, Numpy
- Dec 2023
- Developed machine learning models using Random Forest, XGBoost, ARIMA, and KNN to predict weekly sales
- Engineered features like lag variables to capture effect of past sales data on future sales, improving model performance
- Analyzed trends and effect of holidays on sales, identifying significant sales boosts around holidays to help e-commerce
- Generated visualizations showing actual vs predicted sales over time to compare performance across modeling techniques