GenAI Assignment Submission — Rohan Sharma

[Rohan29-De]

This PR contains my complete submission for the GenAI Developer Assignment.

Included:

• Problem 1: Production-grade architecture proposal for Video-to-Notes platform with hybrid design, recursive summarization, cost control, and batch resiliency.
• Problem 2: Zero-shot structured JSON prompt for LinkedIn post generation with schema enforcement and hallucination safeguards.
• Problem 3: AI-assisted DOCX template detection system with deterministic rendering, bulk processing, schema versioning, and security considerations.
• Problem 4: Modular multi-stage architecture for character-based episodic video generation with continuity memory and scene-level regeneration.

Design emphasis:

• Clear separation of LLM vs deterministic layers
• Production-readiness and scalability
• Cost-awareness and failure handling
• Security and auditability considerations

Looking forward to your feedback.