Designing Human–AI Co-Tutoring Systems for Public Speaking Skill Development
We explore collaborative AI systems that work alongside human tutors to improve public speaking outcomes. The paper presents a co-tutoring framework where an AI…
Research
AI, learning systems, and infrastructure.
2025 2024 AI Infrastructure for Independent Music Labels in Emerging Markets
We explore AI-powered infrastructure to support independent labels in growing markets. The paper covers distribution automation, rights management, and audience…
2024 Strategy-First Rule-Based Decision Support System for Equity Market Analysis
This work introduces a decision support system that prioritizes strategy and explicit rules for equity analysis and trading. Rather than starting from raw data,…
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