Generative AI for Data Engineers course in Pakistan
LLMs, RAG, AI agents and Claude, applied to real data engineering work. Learn live, one-to-one, with Hikmat Ullah, a Senior Data Engineer, from anywhere in Pakistan: Lahore, Karachi, Islamabad, Peshawar or your home town. Pay in rupees by bank transfer or JazzCash.
Why learn Generative AI for Data Engineers from Pakistan
Generative AI is changing what data engineers build. In this course you call LLMs from Python, turn PDFs and emails into clean tables, build retrieval augmented generation over your own documents, and create agents that can safely query a warehouse. I hold the Generative AI for Data Engineers certificate, and the AI assistant on this website runs on the same ideas.
Companies in Pakistan and abroad hire for roles like AI Data Engineer, Data Engineer, Analytics Engineer with AI and ML and AI Platform Engineer. Many of these jobs are remote, so what matters is real skill you can show in an interview, not where you live. That is what this course is built for: live practice on real business data, projects for your portfolio, and interview preparation.
What you will learn
Week 1LLM foundations for engineers
- How LLMs and embeddings work
- Tokens, context and cost
- Claude API and Azure OpenAI from Python
- System prompts and structured output
- Retries, rate limits and logging
Week 2AI in the data stack
- AI coding assistants for SQL and PySpark
- Claude Code and Copilot workflows
- Snowflake Cortex and Databricks AI functions
- Document and PDF extraction pipelines
- Validating AI output with schemas
Week 3RAG and vector search
- Chunking strategies
- Embeddings and vector stores
- Databricks Vector Search and Cortex Search
- Building a docs Q&A
- Measuring answer quality
Week 4AI agents and production
- Tool use and function calling
- Model Context Protocol (MCP)
- A read-only text to SQL agent
- Guardrails, PII and governance
- Capstone demo and interview talking points
Tools you will use
Who it is for
- Data engineers who want to build AI features
- Python and SQL developers curious about LLMs
- Analytics teams adding AI to their platforms
- Engineers preparing for AI-focused data roles
What you need
- Python basics (functions, lists, dictionaries)
- SQL basics
- An API key for Claude or Azure OpenAI, usually a few dollars of usage
What you will be able to do
Call LLMs from code
APIs, system prompts, structured output, cost and latency.
Extract data from documents
Turn PDFs, emails and free text into validated tables.
Build RAG systems
Chunking, embeddings, vector search and evaluation.
Create AI agents
Tool use, MCP and agents that query data safely.
Use AI inside data platforms
Snowflake Cortex, Databricks AI functions and Fabric Copilot.
Run AI in production
Guardrails, monitoring, PII handling and governance.
Questions from students in Pakistan
Can I pay in Pakistani rupees?
Yes. Pay by bank transfer or JazzCash on our payment page and upload the screenshot. The rupee amount is shown at today's rate, and you get a receipt by email.
What time are the classes?
Classes are live, one-to-one, and planned around you: evenings and weekends in Pakistan time work well for most students who study or work. We fix your schedule on the free call.
Do I need my own laptop?
Yes, any Windows, macOS or Linux laptop with stable internet is enough. Cloud tools use free accounts, and I help you set them up.
Is there job help after the course?
Yes. We work on your CV, LinkedIn and interviews, and you can practise on the Data Job Simulator and the AI mock interview. Help continues until you are hired.
Can I try before I pay?
Book a free 20 minute call. We talk about your goal, your level and your schedule, and you get an honest plan, even if it means you need less.
Do I need machine learning knowledge?
No. This course is about using LLMs as building blocks. Python and SQL basics are enough.
How much will the API usage cost?
For the course projects it is usually only a few dollars. I show you how to set limits and pick cheaper models for testing.
Will I learn Claude specifically?
Yes. We use the Claude API and Claude Code a lot, and also compare with Azure OpenAI so you can work with whatever your company uses.
Free practice while you decide
Other courses in Pakistan
Start your Generative AI for Data Engineers journey
Book a free 20 minute call. You get a clear plan for your level and your schedule in Pakistan time.