ML & math
Model training and inference, mostly for vision and retrieval.
An evaluation harness that turns "the demo looked good" into a merge gate — golden answers, faithfulness scoring, and regression history.
Python / pgvector / PyTorch / Docker
Three months of shipping retrieval systems taught me that the failure you can't see is the one that costs you the customer.
