Back to Program Overview

Module 9: Capstone

Module/Capstone

Module 9: Capstone

Programme

Artificial Intelligence Internship

Module Number

9

Module Title

AI Knowledge Assistant Prototype

Duration

Final Review Sprint

Level

Intermediate to Advanced

Tools Required

Python, Jupyter, scikit-learn, transformers, OpenAI-compatible APIs, Vector search, Streamlit

Overview

Build an AI assistant that answers questions from a controlled knowledge base, cites retrieved context, and includes evaluation and safety notes.

Objectives

  • Combine all weekly skills into one complete portfolio project
  • Demonstrate professional documentation and presentation
  • Prepare the project for mentor, recruiter, or client review
  • Reflect on decisions, tradeoffs, and future improvements

Course Content

5 Topics

Hands-on Tasks

  • Retrieval pipeline
  • Assistant UI
  • Prompt and schema files
  • Evaluation report
  • Responsible AI README

Learning Outcomes

  • Build and present a complete industry-style project
  • Explain architecture, workflow, or design decisions
  • Document setup, usage, limitations, and improvement scope
  • Use the final project as a portfolio artifact