Projects

Digital vs. Traditional Marketing

2022
Digital Marketing Project

Project Overview

This project analyzes how everyday consumers respond to digital marketing (social media ads, email, online content) compared to traditional marketing. The study focuses on reach, engagement, and cost-effectiveness.

Findings show that digital marketing is more targeted and interactive, while traditional marketing still builds strong brand trust.

Key Takeaways

  • Digital marketing provides superior targeting & real-time data.
  • Consumers prefer personalized, interactive ad experiences.
  • Best Strategy: A mix of digital for reach + traditional for trust.

Stock Price Forecasting & Trend Analysis

2021
Stock Price Forecasting Project

Project Overview

Stock price forecasting and trend analysis have strong potential for further improvement as financial markets continue to evolve. Future research can focus on using deeper analytical methods, more accurate forecasting models, and a wider range of economic indicators.

These advancements will enhance prediction reliability and help investors make better, more informed decisions in a dynamic economic landscape.

Key Takeaways

  • Fundamental and technical analysis together improve market understanding.
  • Mathematical tools strengthen stock trend interpretation.
  • Data-driven methods increase forecasting reliability.