25+ real AI builds. One deployed capstone.
You don't just learn AI engineering, you build it. Every week ships a guided mini-lab and a main build, then you combine everything into a public, deployed GenAI product.
A command-line assistant that calls an LLM API to answer domain questions.
Embedding-based similarity search over a small dataset.
A text or image classifier you build and evaluate in PyTorch.
A text and sentiment app built on a pretrained transformer.
Compare outputs across GPT, Claude, Llama and Mistral side by side.
A content tool with a reusable prompt test harness.
A first RAG app that answers from your own knowledge base.
A RAG app with re-ranking, evaluation and quality checks.
A research and automation agent with tools, memory and a loop.
A small model fine-tuned with LoRA or PEFT for a focused task.
A guard-railed, monitored GenAI service, containerized and deployed.
Scope, build, deploy and demo a real, public GenAI product using your choice of RAG, agents or fine-tuning, with guardrails, monitoring, a GitHub portfolio and a demo video.
A portfolio that proves you can ship AI
You finish with 25+ builds and a deployed capstone. Then you keep growing through our community and earning from your skills.
25+ AI builds
Real projects across LLMs, RAG, agents, fine-tuning and deployment.
AI Showcase certificate
Peer-reviewed work and a CareerByteCode AI Showcase certificate.
A path into AI roles
Career and interview prep for landing AI Engineer roles.
Turn 25+ builds into a portfolio
Build proof you can ship real GenAI, then grow through our community and earning pathway.