Generative AI, from the ground up.
Not a little of everything, but enough of everything to build something real, end to end, on your own.
- ▪Prompt Engineering (Advanced): Master zero-shot, few-shot, chain-of-thought, and role-based prompting techniques that consistently produce high-quality outputs from any LLM.
- ▪LLM Architecture & Fine-Tuning: Understand how models like GPT, Claude, and LLaMA work. Fine-tune open-source models for custom use cases
- ▪RAG (Retrieval-Augmented Generation): Build systems that connect LLMs to external knowledge bases for accurate, up-to-date responses
- ▪Vector Databases & Embeddings: Work with Pinecone, Chroma, and Weaviate to store and retrieve semantic information
- ▪Multi-Agent Systems: Build teams of AI agents that collaborate, delegate tasks, and solve complex problems together
- ▪LangChain & CrewAI: Master the leading frameworks for building agentic workflows
- ▪AI Agent Deployment: Deploy agents as APIs, chatbots, or automated workflows using FastAPI and Streamlit
- ▪Enterprise AI Automation: Build AI systems that automate business processes, research, and decision-making
The exact stack teams hire for.
These aren’t academic exercises. Every tool here shows up in real job descriptions, used daily by professionals around the world.
Everything you learn, you build.
Every major concept ends with something you actually built, documented and portfolio-ready, exactly what employers and clients want to see.
Custom AI Chatbot with RAG
Build a chatbot that answers questions from your own PDF documents, website content, or knowledge base using LangChain and a vector database.
AI Content Generation Pipeline
Automate the creation of blog posts, social media captions, product descriptions, and email campaigns using GPT-4 and custom prompts.
Multi-Agent AI System
Build a team of AI agents that collaborate (one researches, one writes, one reviews), completing a complex task from a single input.
LLM Fine-Tuned on Custom Data
Fine-tune an open-source model on a domain-specific dataset and deploy it as a private, specialized AI assistant.
Text-to-Image Generation App
Build an application that takes user text prompts and generates custom images using Stable Diffusion or DALL·E via API.
AI-Powered Business Automation Tool
Build a workflow that automatically extracts data, generates reports, and sends summaries replacing hours of manual work daily.
GenAI SaaS Mini-Product
Design and deploy a small but fully functional AI-powered web app using Streamlit or FastAPI, something you can show to employers or sell to clients.
Built for anyone ready to build.
Developers & Engineers
You already build software.
Data Scientists & ML Engineers
Extend your skillset into the application layer, build products with the models you understand.
Content Creators & Marketers
Learn to use GenAI tools not just to produce content faster, but to build your own AI-powered content systems.
Entrepreneurs & Startup Founders
Build your MVP faster and cheaper using Generative AI, without hiring an entire dev team.
Fresh Graduates in CS or IT
GenAI is the single best specialization you can add to your degree right now.
Career Switchers
If you’re creative, analytical, or product-minded, GenAI offers a career path that rewards all three.
Anyone Already Using ChatGPT Who Wants to Go Deeper
Using AI tools casually is not the same as building with them.
Upgrade into the Full Stack AI Engineer track.
Take this further with our full 4-phase ecosystem (Trainee → Intern → Shadow → Expert), including a paid internship. Your course progress carries over.