Research
Throughout my academic journey, I've engaged in various research projects focusing on software engineering, artificial intelligence, and data science. Here's an overview of my research interests and contributions.
Featured Research
Machine Learning in Game Development
Exploring the implementation of machine learning algorithms in video game development, focusing on:
- AI-driven character behavior and decision making
- Procedural content generation
- Dynamic difficulty adjustment systems
Web Application Security Analysis
Research into modern web security practices and vulnerabilities, including:
- Authentication system vulnerabilities
- Cross-site scripting prevention
- SQL injection mitigation strategies
Research Areas
AI & Machine Learning
Exploring applications of machine learning in game development and web applications, focusing on neural networks and reinforcement learning.
Web Technologies
Research in modern web development frameworks, security practices, and performance optimization techniques.
Software Engineering
Investigating software architecture patterns, development methodologies, and best practices for scalable applications.
Data Science
Analyzing large datasets to extract meaningful insights, with a focus on predictive modeling and data visualization.