← AI Universe
Find My AI Path
Select your starting point and target role. See the shortest recommended route and what you can skip.
Your fastest path
Python for AI
↓ML Fundamentals
↓MLflow
↓Model Serving
↓MLOps Pipeline
↓KServe
Skip if you know: Linux, Docker, Kubernetes, CI/CD, Terraform
Must learn: Python for ML, MLflow, ML lifecycle, Model serving, ML monitoring
MLOps Engineer — Role DNA
Software Engineering
DevOps
Cloud
Kubernetes
ML
Observability
LLMs
1:1 mentorship
Want this career path turned into your own plan?
A roadmap shows the destination. In 1:1 mentorship I turn it into a week-by-week learning path for your background, review your projects, and prepare you for interviews until you land the role. Online, in your time zone.
Start with one 60-minute 1:1 call: .
Prefer a structured live course? Join the MLOps · AIOps · LLMOps · Agentic AI masterclass →