Web App with geospatial schedule visualization, recursive prerequisite tree generation and keyword search for courses offered at the University of Washington (UW)
ARX is a Windows-first pre-installation compatibility intelligence engine combining Machine DNA, Software DNA, evidence, capabilities and explainable compatibility analysis.
CertPath Roadmap Studio - Intelligent Certification DAG Solver, Career Roadmap Planner & FastMCP Server (design influenced by Material 3)
Exercises code of Deep Learning Prerequisites: The Numpy Stack in Python
Labelling prerequisite relationships between micro-topics with as few expert questions as possible: simulated oracle, six query strategies, accuracy-vs-questions benchmark. Graduation project, rewritten as a tested Python package.
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