Welcome to my GitHub! My name is Carl Klein. When I'm not in the mountains, I'm fine tuning my data science skills.
Also see me on
I'm currently pursuing a master's degree in data science (MSDS) at CU Boulder.
Prior to this, I was working as a Benefits Data Analyst in the insurance industry. Initially, I had actuarial aspirations, inspired by my time at the University of Washington, where I studied mathematics (Bachelor of Arts in Mathematics, minor in Applied Mathematics).
Small scale automation projects during my time as a Benefits Data Analyst helped me start to develop a programming repertoire. I kept building the programming toolkit, eventually merging this with my passion for mathematics lead me to the data science pathway.
- Introduction
- GitHub Stats
- Snowbound Analytics
- The Brewery Project
- Baseball Analytics
- Bias in Facial Classification ML Models
- Natural Language Processing with Articles
- Disaster Response Dashboard
- COVID Analysis
- Basic Data Dashboard
- Flash Cards
- Emergency Calls
- Rudimentary Python Projects
- VBA Projects
A project featuring the full data science life cycle utilizing many machine learning algorithms and detailed analysis on the results.
A project featuring the full data science life cycle resulting in helping many facets of the brewery community make informed decisions.
A statistical analysis with inspirations from Sabermetrics. Proved a key baseball phenomenon, The Pythagorean Theorem of Baseball, using simple linear regression on a transformed equation.
An exploratory and statistical analysis on the biases prevalent in facial recognition machine learning models.
Created an NLP model which attempted to predict the publisher given a news article.
Created a pipeline which classifies messages from various sources during an emergency. Additional step taken in deploying to Flask web application.
Analyze COVID-19 from several sources using R.
Template and instructions for deploying a dashboard which can be uploaded to a webpage using basic HTML, Flask, Plotly, and Bootstrap.
Application which allows users to build and combine decks of virtual flashcards. Supports mathematical notation and symbols.
Analysis of Seattle Police Department call center data.
As I was just starting to practice coding in python. Additionally, added to my portfolio prior to a fuller understanding of Git and writing "proper" READMEs.
My inital projects were small scale automation projects while I was a Benefits Data Analyst. These were VBA based, as the majority of my team's work was in Excel. Additionally, these were added to my portfolio prior to a fuller understanding of Git and writing "proper" READMEs.
These models were built in a generalized scope prior to implementing at my workplace.