I am a developer that loves three things: learning, creating, and having fun. As a result, you'll always see me experimenting with new technologies for my next crazy idea and bugging others to collaborate on projects. There are three fields in particular that excite me.
limitless creations that can be accessed by anyone with an internet connection and a url
the ability to discover patterns in the real world with nothing but a bunch of matrices
the power to understand who you are creating for, so you know how to create for them
Last summer, I interned at NVIDIA, as part of the autonomous vehicle team.
I contributed to their robust infrastructure by creating pipelines that automatically run performance evaluations on cluster and implementing new methods of ground truth generation for neural network training.
tools: c++, python, cmake
WearDuke is a new initiative at Duke that is promoting health and wellness through the use of wearable technology.
Using React and Gatsby, I created the website for all incoming participants. To ensure equal use, the site has been iterated to pass reviews for accessibility and cross-browser compatibility.
tools: react, gatsby, js, css
With the support of Duke's Data+ program, I spent ten weeks working with fellow students to explore how physician-patient interaction affects medical decision-making.
Using classification models and topic modeling, we were able to extract which parts of conversation were associated with differences in treatment decision.
tools: python, numpy stack, scikit-learn, nltk, gensim, xgboost