Specialize in building scalable, efficient AI systems. Focus on system design, optimization, and infrastructure.
Before starting this specialization path, you should have completed:
These 4 projects form the core of your specialization. Each builds on previous knowledge and produces a portfolio-worthy addition.
Engineer a large-scale RAG system supporting millions of documents and high QPS.
Build infrastructure for serving multiple LLMs with caching, batching, and optimization.
Design and implement distributed agents orchestrating complex workflows.
Create tools for benchmarking, profiling, and optimizing AI application performance.
ML/AI Systems Architect
$160K - $340K+
(Varies by location, company size, and experience)
Master core GenAI concepts and skills at a sustainable pace
Understand skills, projects, and career goals
Begin the first specialization project
Complete all 4 projects and build your portfolio
Apply skills to job search or entrepreneurship
First, complete the main roadmap levels. Then come back here to dive into these specialization projects.