The Feature Factory logo The Feature Factory Undergraduate ML Research Lab

Raw Data.
Refined Intelligence.

The Feature Factory is an undergraduate research lab led by Dr. Chathurika Abeykoon, where students transform messy real-world data into reliable, interpretable, and ethical machine learning systems.

Explore Research

Mission Statement

The Feature Factory is a faculty-guided, student-centered research lab dedicated to the art and science of data transformation. We believe that the best models are not simply built; they are manufactured through rigorous exploration, creative engineering, statistical validation, and ethical data practices.

Student Experience

Why join The Feature Factory?

Research Experience

Work on real machine learning research alongside faculty and contribute to publishable projects.

Conference Opportunities

Present posters and talks at regional and national conferences.

Learn Modern AI

Develop practical skills in Python, machine learning, deep learning, statistics, and data science.

Build Your Portfolio

Create projects that strengthen graduate school and job applications.

Get Involved

Current research opportunities

Synthetic Data Reliability Adaptive Data Augmentation Uncertainty Quantification in AI Robust Time-Series Forecasting Imbalanced Machine Learning Statistical Foundations of AI