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Module 5: Prompt Engineering & AI Workflows

Module/Week 3: Prompt Engineering & AI Workflows

Module 5: Prompt Engineering & AI Workflows

Programme

Artificial Intelligence Internship

Module Number

5

Module Title

Prompt Engineering & AI Workflows

Duration

3-4 Days

Level

Intermediate to Advanced

Tools Required

OpenAI-compatible APIs, Zod or JSON schema, Streamlit

Overview

Design reliable prompts, structured outputs, guardrails, and reviewable AI workflows. This module is designed to feel like a real workplace sprint: you will understand the requirement, learn the technical concepts, inspect examples, build a practical artifact, and prepare your work for review.

Objectives

  • Create structured prompts
  • Validate outputs
  • Handle unsafe or low-confidence results

Course Content

13 Topics

Hands-on Tasks

  • Prompt templates
  • Structured output schema
  • Failure case examples

Learning Outcomes

  • Create structured prompts
  • Validate outputs
  • Handle unsafe or low-confidence results