Anvi Komatreddy
Class of 2025San Antonio, Texas
About
Hi! My name is Anvi Komatreddy and my project is on AI and its impact on business decisions leading to growth or downfall. I chose this project due to the inevitable case that AI is the future. Every career field is growing to be heavily dependent on AI. I hope to learn more about AI and its involvement in the field I want to go into through this research with someone to turn to if I'm ever stuck.Projects
- "How have AI predictions models in the cosmetics industry been affected by outlier data from the COVID-19 disruption?" with mentor Kimi (Sept. 22, 2024)
Project Portfolio
How have AI predictions models in the cosmetics industry been affected by outlier data from the COVID-19 disruption?
Started June 20, 2024
Abstract or project description
This paper will explore the impact of the COVID-19 pandemic on specific AI prediction models within the makeup and cosmetics industry, focusing on how the disruption introduced outlier data that affected the accuracy and reliability of these models. It will analyze detailed case studies to illustrate how AI models had to adapt to sudden changes in consumer behavior, supply chain disruptions, and shifts in market demand driven by the pandemic. Additionally, the paper will examine the strategies businesses implemented to mitigate the effects of these outliers, including retraining models with pandemic-era data, incorporating real-time data feeds, and using advanced anomaly detection algorithms. Ultimately, it will provide insights into how the cosmetics industry can leverage these experiences to build more resilient AI prediction models for future disruptions.