Noah Bennett

Summary

Applied ML engineer who prefers production constraints over novelty. I work on evaluation, monitoring, and getting models into workflows people will use.

Skills

• Python
• Machine Learning
• PyTorch
• SQL
• MLOps

Experience

1. ML Engineer

   Harborline Logistics · 2022 — Present

   Productionized demand forecasting and added drift monitoring for weekly retraining.

2. Data Scientist

   Civic Metrics · 2020 — 2022

   Built classification models for public-sector intake workflows with explicit error analysis.

Education

• M.S. Data Science

  Columbia University, 2020

Projects

• Eval harness

  Offline evaluation pipeline for comparing model versions against operational SLAs.