Freelance Project Description: Aluminium Wire

Freelance Project Description: Aluminium Wire Rod Casting Property Prediction

As a freelance machine learning developer, I designed and deployed a custom predictive system to estimate aluminium wire rod casting properties using existing production parameters. The objective of this project was to help the client improve product quality, reduce trial-and-error in manufacturing, and optimize casting decisions through data-driven insights.

The solution was implemented in Python, utilizing Pandas for data cleaning, preprocessing, and feature engineering, and Scikit-learn for building and training the machine learning model. The final model achieved a prediction accuracy of 97%, ensuring high reliability and consistency in real-world usage.