Explore industry-inspired AI projects for classroom learning, hackathons and workshops.
Convert news text into clean spoken audio with summary and keywords.
Classify music clips by mood or genre using audio features.
Generate simple melodies using sequence models and export MIDI.
Prototype a system that converts a text brief into lyrics, structure, and melody ideas.
Turn a topic into script, storyboard frames, narration, and production checklist.
Generate a clean portfolio page from student projects, screenshots, outcomes, and skills.
Score loan applicants and explain reason codes for transparent review.
Simulate portfolio allocation, volatility, drawdown, and diversification.
Analyze financial news sentiment and compare it with market movement.
Detect suspicious transactions and show why a transaction was flagged.
Backtest simple trading strategies and teach risk, overfitting, and transaction costs.
Generate and evaluate stress scenarios for portfolios or loan books.