Aradhya Dixit

Research Aide Iv @Arizona State University Mary Lou Fulton College For Teaching And Learning Innovation

US

Supporting longitudinal research on ICAP (Interactive, Constructive, Active, Passive) framework implementation across PHY and MAT courses, conducting statistical analysis on learning outcome data from 400+ students using advanced analytical methodologies to evaluate pedagogical impactArchitecting and implementing ML classification system to automatically categorize academic articles based on their relationship to the ICAP framework, distinguishing between articles that cite ICAP for background context versus those that actively apply ICAP in research methodology using ensemble methods and active learning techniquesEngineering comprehensive research database containing 1,500+ ICAP-related articles with automated content extraction, feature engineering (TF-IDF vectors, SciBERT embeddings, contextual metadata), and classification pipelines to streamline evidence-based researchFacilitating technical workshops and research initiatives with international collaborators from Switzerland and Italy, focusing on educational technology integration and data-driven pedagogical innovationsApplying computer science expertise to develop scalable solutions for educational research, including automated data collection systems, statistical modeling, and technology-enhanced learning analytics