Ethan Vertal

Welcome to My Portfolio

Discover my projects, experience, and skills as a Data Scientist.

About Me

I’m Ethan, a data scientist and recent graduate from Carnegie Mellon University with a B.S. in Statistics and Machine Learning. I’m currently located just outside of Boston, Massachusetts with my pet bearded dragon.

My passion lies in Generative AI. Whether that is trying out a new diffusion algorithm or creating a chat-bot, I can and have done it. In fact, all of the images you see above were sampled from my custom implementation of a DDPM model (the predecessor to Stable Diffusion).

During my time at CMU, I leveraged the availability of world-class graduate level courses in the ML department to deepen my mathematical understanding of cutting-edge algorithms. This gave me a versatile toolkit to deal with the many financial, computational, and ethical issues the Generative AI field is currently working out.

Aside from Data Science, I love the outdoors and music. I played on the Carnegie Mellon University varsity soccer team, where we went to the NCAA DIII National Tournament in my third year. Other outdoor activities I find myself doing on weekends are biking, hiking, and skiing.

Fun Fact: I have played the violin for most of my life and love classical music!

Ethan Vertal

Projects

RAG Bot Character
Click here to view

Presidential Chat Bot

Project Poster
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A New Method of Generating Images

Movies
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Alexa Facts Skill Blueprint

Movies
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Using GPT-2 to Analyze Movie Reviews

Contact