Naveen Mathew Nathan - Personal website

Naveen Mathew Nathan - Personal website

Summary

I’m a (data) scientist with 6.5 years of industry experience in machine learning R&D. I currently work on fundamental scientific problems, delivering insights from experimental data. I’m deeply interested in mathematical foundations of machine learning and deep learning. I’m also interested in creating data pipelines and automatic machine learning (including unsupervised learning, which is often ignored in popular AutoML frameworks). In the past I worked with client delivery teams to create automated pipelines for supervised and unsupervised learning (details).

Product/Solution Development

Short presentations on my R&D work in industry can be found below:

Research

My research interests:

Course Work

To know more about my course work and to get a copy of my personal course notes (LaTeX), please visit this page. Important things to note:

Knowledge Sharing