My portfolio https://rileythejones.github.io/ Natural language processing and collaborative filtering techniques can be applied to many different domains. Through my projects I learned about the ins and outs of deploying a machine learning model at scale and the importance of tailoring the model to the problem at hand. Saltiest Hacker News Comments A week... Mon, 08 Jun 2020 00:00:00 -0700 https://rileythejones.github.io/2020-06-08-post/ https://rileythejones.github.io/2020-06-08-post/ Yelp! Check out my medium post and app for the details: Comparing linear regression against random forest regression for predicting the length of a Yelp review, using Shap values to explain individual predictions of the tree. Using random forest decision tree to predict whether a review is from Nevada or... Fri, 13 Dec 2019 00:00:00 -0800 https://rileythejones.github.io/2019-12-13-post/ https://rileythejones.github.io/2019-12-13-post/ My research question is “can you predict a trail surface type based on it’s measurements”? Check out my post for the details. Here is the link to my Medium post about my project Here is the link to my Google Colab where I did my anaylsis Fri, 25 Oct 2019 00:00:00 -0700 https://rileythejones.github.io/2019-10-25-post/ https://rileythejones.github.io/2019-10-25-post/