Statistical analysis
Housing policy & residential choice
Evaluating how ZIP code-level rent standards relate to housing voucher concentration and access to neighborhoods.
Explore projectDuke University · Data science
Curiosity,
put to work.
I’m Ammy, a data science student at Duke University. I explore questions through machine learning, statistical analysis, and the systems that make data useful.
A mathematical foundation. A human perspective.
Areas I’m exploring
Machine learningData engineeringStatistical analysisData ethicsFrom question to investigation
Selected projects.
Machine learning
Learning with fewer connections
Comparing static sparsity, SET, and RigL to study the relationship between neural network capacity and predictive performance.
Explore project
Data engineering
From listening data to recommendations
An end-to-end music recommendation prototype connecting data ingestion, scheduled model workflows, and an interactive dashboard.
Explore projectA little context
Different disciplines.
Connected thinking.
Before Duke, I studied mathematics and Chinese at Carleton College, with a minor in music performance. That mix of analytical and creative work is part of what I bring to learning data science.
More about meLet’s compare notes
Good questions
start conversations.
A project idea, a shared interest, or something you’re exploring.
I’d love to hear from you.