Aumit Leon

Student / Software Engineer


Architect Machine Learning Platform (ArchMLP) is an open source platform meant to facilitate the development and deployment of machine learning models through containerization. The platform aims to support data preprocessing, model development, hyperparameter tuning, and model serving.

report / repo

Observing the Evolution of Music with the Million Songs Dataset

A machine learning approach to the Million Songs Dataset in which we utilize deep neural networks and K-Nearest-Neighbor clustering for year prediction, and K-Means clustering to to extract a more refined understanding of the evolution of music features over time.

report / repo

Email Spam Classification

Developed a highly accurate Support Vector Machine model that could classify emails from the preprocessed Enron Spam dataset as spam or ham (non-spam). Achieved 99.6% accuracy, best in class.


Increasing EXPEDIA's Bottom Line: Leveraging Packages to Increase Commission

A DataFest 2017 project in which we utilized the Expedia dataset to produce actionable items that would allow Expedia to optimize revenue related to the sale of package deals.

report / repo

Tutoring Forum

A tutoring forum built with the MERN stack. This site will allow tutors and teachers to answer more important course related questions while reducing the redundancy of questions asked.


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⚒ Built by Aumit Leon
© 2019