Generate a formal thesis defense presentation based on this document. Structure it logically: - Introduction: State the research problem, its context, and the primary motivation. - Research Questions/Objectives: Summarize the core questions or hypotheses. - Literature Review/Gap: Briefly describe the research gap this thesis addresses. - Methodology: Detail the methods, tools, and data used. - Results & Analysis: This is the core. Systematically present the key findings. Re-create all essential charts, graphs, and tables to visualize the data. - Discussion: Interpret the results and explain how they answer the research questions. - Conclusion & Contributions: Summarize the main takeaways and state the novel contributions to the field. - Limitations & Future Work: Conclude with the study's limitations and suggest areas for future research. Preserve and integrate all original equations, diagrams, and key data visualizations into the relevant slides.