NER for AISC ML Ops

A deployable Named Entity Recognition tool.

cd src/bert
make build
make run
# open localhost:5000

Model

• spaCy as base model
• LSTMs/BERT as advanced model

Packaging

• MLFlow with pyfunc

Cloud platform

• Azure App Service for containers

Dataset

• Wikigold
• BERT was pretrained on Wikigold with model cached on S3

Devops

• 
• Interactive Demo
• NER on CNN Headlines