Builder / creator.
Projects
Engineering
reg-change-engine
Sorts government rule updates so teams know what matters.
Problem
Regulatory teams need to stay on top of new government rules every day. Reading the full feed isn't realistic.
What I built
A model trained on 8K labeled rule excerpts, wrapped in a web dashboard with scheduled updates.
PythonDistilBERTFastAPIPostgreSQLAWS LambdaReact
Outcome
89% accuracy and fast enough to use every day, turning a long legal feed into a short list of what to read first.
What I learned
- Built the model and the tool around it, not just the model on its own.
- Tuned for speed so it can actually be used in a daily workflow.