Vertex AI AutoML Sentiment Analysis

Northeastern University

Dec 2024 - Dec 2024

Overview

Trained and deployed automated text classification models on Google Cloud.

Role

Student

Project Details

Optimized dataset characteristics using automated feature engineering on Google Cloud Storage.

Trained a Vertex AI AutoML model achieving a Precision-Recall (PR) AUC of 0.941 and ROC AUC of 0.967.

Benchmarked performance across configurations to balance inference latency with compute cost.