AI-103: Implement text analysis solutions (10–15%)

Text analysis

Extract entities, topics, summaries and structured JSON; detect sentiment, tone, safety issues and sensitive content. Choose deterministic schemas and validation when downstream systems depend on structured results.

Speech and translation

Implement speech-to-text and text-to-speech, connect speech to an agent, use custom speech when domain vocabulary requires it and reason over audio with multimodal models. Distinguish text translation, speech translation and transcription requirements.