Samuel Sears
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Projects

Health Insurance Cross Sell

Identifying health insurance customers who would be interested in vehicle insurance

Loan Default Prediction

Predicting if a potential borrower will default on their loan using Lending Club data

Abusive Chat Detection

Automatic detection of abusive chat messages


Chatbot Intent Architecture

Creating a chatbot intent architecture using various clustering methods

Predicting Hospital Readmission

Predicting if a diabetic patient will be readmitted to the hospital

Aviation Safety Data Visualization

Exploratory data analysis and visualization including a dashboard, executive summary, blog post, infographic, and animation

NFL Game Data Processing

Gathering and processing data from flat file, website, and api sources and merging into a complete dataset

Dodgers Attendance Prediction

Using a regression model to choose the best night to have a promotion at Dodgers baseball game

Text Generation Exercise

Training a text generation neural network with Keras



Image Classifcation

Using various neural networks and datasets for image classifications


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Samuel Sears

Innovative and Resourceful Data Scientist

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