Module 9: Capstone

Module/Capstone

Module 9: Capstone

Programme

Artificial Intelligence Internship

Module Number

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

Back to Program Overview

Module 9: Capstone

Module/Capstone

Module 9: Capstone

Programme

Artificial Intelligence Internship

Module Number

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

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Module 9: Capstone

Module 9: Capstone

Overview

Objectives

Course Content

Capstone Scope

Required Deliverables

Industry Evaluation Criteria

Final Submission Package

Presentation Template

Hands-on Tasks

Learning Outcomes

Module 9: Capstone

Module 9: Capstone

Overview

Objectives

Course Content

Capstone Scope

Required Deliverables

Industry Evaluation Criteria

Final Submission Package

Presentation Template

Hands-on Tasks

Learning Outcomes