Carlos Gutierrez

Data Visualization, Analysis, Machine Learning

I'm focused on using Statistics, Python, SQL and Machine Learning algorithims to get insights and find solutions through data.

An App to Scan and Identify Your Prescription Pill

Using SQL, Machine Learning and AWS to match picture of your pill

Posted on July 31, 2019

A group of developers sought to build an app with a functionality that would let users scan their prescription pills by taking a picture with their device. After scannig the pill we would need to return a match for the scanned medication from a database we did not have in... [Read More]

Simple Predictions that Can Improve on Supply Chain

Predicting blood donations with logistic regression

Posted on February 5, 2019

Good data-driven systems for tracking and predicting donations and supply needs can improve the entire supply chain, making sure that more patients get the blood transfusions they need. [Read More]

Interpreting Customer Churn with Survival Analysis

Finding reasons why customers may leave and ways to decrease churn

Posted on January 25, 2019

What is Survival Analysis? Survival analysis was first developed by actuaries and medical professionals to predict (as its name implies) how long individuals would survive. However, it has expanded into include many different applications. [Read More]

Data for Finding Most Exciting Teams in Spain's Soccer League

Looking into last minutes scores in the 2017-2018 season

Posted on November 26, 2018

High level professional soccer tends to be a low scoring game, many matches are left without any of the teams having scored. Lately this has left me curious to find if soccer does have “clutch” players or even “clutch” teams. [Read More]