AI Engineer Portfolio Project Templates
Keep the contract, evidence, failures, and limitations for all three roadmap projects in one editable workspace.
Path A foundation
From Data to Model
Turn a defined decision into a measurable prediction problem, establish a baseline, evaluate honestly, and explain what the evidence does not establish.
Path B foundation
Build a Modern AI Application
Build an application with a user problem, information boundary, evaluation set, error policy, and an explicit response when the model is uncertain.
Path C foundation
Build With Production Constraints
Make deployment, observability, reproducibility, security, and failure recovery explicit enough for another engineer to reason about the service.