Machine Learning Data Pipeline
Automated ML pipeline for data processing and model training
Expert
Machine Learning
The Problem
Addresses the challenge of manual ML workflows by providing an automated, scalable pipeline that reduces time-to-deployment and ensures consistent model performance.
The Solution
A comprehensive machine learning pipeline that automates data ingestion, preprocessing, model training, and deployment. Built with modern MLOps practices.
Technology Stack
Python
Scikit-learn
Pandas
Docker
Apache Airflow