Interactive Web Apps

Use this skill for building lightweight web interfaces to ML models, data visualizations, and analytical tools.

When to use this skill

• ML model demos — let stakeholders interact with predictions
• Data exploration tools — filter, visualize, drill down
• Internal dashboards — monitoring, reporting, self-service analytics
• Prototyping — validate UX before full engineering investment
• A/B test interfaces — experiment with different presentations

Tool selection guide