Portfolio

Here you’ll find summaries of the major projects I’ve done over the years, which are representative of my skills and interests. These projects span everything from mathematical physics to machine learning, from finance to advertising, from the theoretical to the practical.

The discussion here is generally non-technical; for the research projects, related publications can be found in my resume. There are also links to documents at the top of each page, which offer more depth. If you’re curious about technical details I’ve glossed over, feel free to contact me.

Selected Projects

DeskAI: Smarter Online User Targeting

Automated optimization of online advertising campaigns.

Algorithmic Musical Genre Classification

Detection of musical genre directly from the audio file.

Anomaly Detection in Social Networks

Anomaly detection in social network data, using the graph resistance.