Hey there!

I'm a computer science researcher in machine learning and research software engineer. I also do some work with graph analytics and visualization. I'm interested in why and when deep learning works (its inductive biases), empirically investigating curious properties of neural networks, and effective visual analytics for data.

What I'm Currently Working on

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  • a few machine learning research projects
  • a visual analytic tool for interactively working with digitized maps
  • a system for tracking one's learning progress in Chinese and annotating documents with contextual information

What I've Worked on in the Past

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JuliaCJK Packages

An open source suite of packages in the Julia language for working with the Chinese language, hosted under the JuliaCJK group on GitHub: ZhuyinPinyin.jl, CEDICT.jl, CJKFrequencies.jl, IDSGraphs.jl, and UnifiedChineseDictionary.jl.

Tabular DL Benchmark

A benchmark for deep learning-based approaches to learning over tabular datasets.