Brent Limyansky, PhD
A website exploring projects in data analysis, machine learning, and everything in between from the perspective of a physics PhD.
Category project
A common piece of advice for those transitioning from academia to industry is to build a personal portfolio of projects to show off your skills and talents. One of the...
Category github
A common piece of advice for those transitioning from academia to industry is to build a personal portfolio of projects to show off your skills and talents. One of the...
Category Machine Learning
In this project, I demonstrate a technique to classify a person’s Big 5 personality traits based off of 20-minute stream-of-consciousness essays. I achieved an average accuracy of 58% across the...
In this project, I fine-tuned the GPT2 large language model (LLM) with TensorFlow so that it generates scientific-sounding paper titles for a real-or-fake guessing game. You can view the project...
Category TensorFlow
In this project, I demonstrate a technique to classify a person’s Big 5 personality traits based off of 20-minute stream-of-consciousness essays. I achieved an average accuracy of 58% across the...
In this project, I fine-tuned the GPT2 large language model (LLM) with TensorFlow so that it generates scientific-sounding paper titles for a real-or-fake guessing game. You can view the project...
Category GPT
In this project, I fine-tuned the GPT2 large language model (LLM) with TensorFlow so that it generates scientific-sounding paper titles for a real-or-fake guessing game. You can view the project...
Category NLP
In this project, I demonstrate a technique to classify a person’s Big 5 personality traits based off of 20-minute stream-of-consciousness essays. I achieved an average accuracy of 58% across the...
In this project, I fine-tuned the GPT2 large language model (LLM) with TensorFlow so that it generates scientific-sounding paper titles for a real-or-fake guessing game. You can view the project...
Category Physics
“We see the same moon, you and I—you in your world and I in mine. I find that comforting.”
Category Mathematica
“We see the same moon, you and I—you in your world and I in mine. I find that comforting.”
Category Data Analysis
I went out to dinner with some close friends the other night, when the topic of music came up. We spent some time reminiscing about what we saw as the...
Category Tableau
I went out to dinner with some close friends the other night, when the topic of music came up. We spent some time reminiscing about what we saw as the...
