AI & Automation Mastery

What you will be able to do

• Design production-grade prompts that produce consistent, reliable output
• Connect any AI model to your own data using retrieval-augmented generation
• Automate repetitive business workflows end-to-end without writing a backend
• Ship an AI agent that handles customer queries on WhatsApp and email
• Price and sell AI automation retainers to local and international clients

1. 01

   Foundations of Modern AI

   • How large language models actually work (no maths required)
   • Model landscape: Claude, GPT, Gemini, open-weight models
   • Tokens, context windows, temperature and cost control
   • Where AI reliably wins — and where it quietly fails
2. 02

   Professional Prompt Engineering

   • Role, task, context, format: the four-part prompt frame
   • Few-shot examples and structured output (JSON, tables)
   • Chain-of-thought, self-critique and evaluation loops
   • Building a reusable prompt library for your business
3. 03

   AI APIs & Custom Assistants

   • Reading API docs and making your first authenticated call
   • Streaming responses and handling rate limits
   • Function calling / tool use fundamentals
   • Building a branded assistant on top of your own content
4. 04

   Retrieval-Augmented Generation (RAG)

   • Chunking, embeddings and vector search explained simply
   • Building a knowledge base from PDFs, sheets and websites
   • Grounding answers and eliminating hallucinations
   • Evaluating retrieval quality before you ship
5. 05

   Workflow Automation

   • n8n and Make.com from zero to multi-branch workflows
   • Connecting WhatsApp, Gmail, Sheets, Meta Ads and CRMs
   • Error handling, retries and logging
   • Cost, security and data-privacy basics for client work
6. 06

   AI Agents & Deployment

   • Agent loops: plan, act, observe, refine
   • Multi-step agents with memory and guardrails
   • Deploying to a client account and handing over
   • Monitoring, iteration and monthly retainer structure
7. 07

   Monetisation & Capstone

   • Packaging AI services: audit, build, retain
   • Proposal writing and pricing for the Pakistani + Gulf market
   • Capstone: full AI automation system for a real business
   • Portfolio, demo video and client-ready case study

Projects you will build

Every one of these goes into your portfolio with your name on it.

• Project 1

  WhatsApp lead-qualification agent for a local business

• Project 2

  RAG-powered support assistant over a company handbook

• Project 3

  Automated blog research → draft → publish pipeline

• Project 4

  Daily sales-report bot posting to a team channel

Where this leads

Typical roles and market rates for graduates of this track in Pakistan.

Ranges reflect market observations from our graduate tracking and hiring-partner network. They are indicative, not a guarantee.