Parametric Regression via Kernel Smoothing
Regression of spatial data using kernel functions.
Interactive Audio Visualizer
A portable 3D audio visualizer built with modern web technologies including React & THREE.js
Bathymetry Coffee Table - Data Driven Design
A data driven design for a custom coffee table. Build log includes laser cutting acrylic, pouring resin, and molding concrete.
Audio Source Separation w/ Deep Learning
A from scratch pytorch implementation of Spleeter - a network to separate vocal and instrumental tracks from an input song.
Recent Posts
​Image Segmentation w/ EM Algorithm
Segment images using a clustering method.
​Photometric Stereo: Shape from Shading
Recovering surface normals and surface heights from lighting cues.
Visualizing High Dimensional Data: Blob Analysis + PCA
Visualizing and simplifying high dimensional data.
Comparing Classifiers in R
Comparing various classifier in R.