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Ben Krakow


Data Science VP - AI Leader - Visualization Expert

Portfolio


Cabin
To make the volume and wide spectrum of trees visually palatable, I ran kmeans algorithm on the lat-lons of every tree in NYC, and only visualized the centroids of trees by species and health. The whiter dots indicate a higher volume of unhealthy trees in the area. The more colorful areas indicate diversity of trees
Slice of cake
I took CitiBike data from July to visualize CitiBike in New Jersey. This visualization used deck.gl to show the arc between the starting and endning location of each ride on July 15th. Orange indicates e-bikes, while blue indicates classic
Circus tent
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About


I am the Head of Data Science at Horizon Media. I build end-to-end machine learning pipelines for their portfolio of clients in industries including CPG, entertainment, finance and healthcare.

This portfolio contains examples of my work with data and visualizations. Most of my work is built with python, D3.js and deck.gl. Below is a visualization of my skills and proficiency over time.

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