I specialize in automated data collection and machine learning for social science research, with expertise in protest event datasets, Arabic-language processing, and research methodology.
Developing protest event datasets from Arabic and English news sources. Expertise in data collection strategies, quality control, and team management for large-scale research projects.
Building Python-based AI tools to automate data extraction and classification. Created custom automation pipelines for Arabic news processing and qualitative coding workflows.
Applying ML models to social science questions. Developed classification systems for protest violence prediction and sentiment analysis with rigorous accuracy testing.