Jake Kasper Email & Phone Number

Huntsville, AL, US

New York, New York, United States

For this position, I conducted a literature review for topics such as large language models, causality, and disentangled deep learning. I then was able to apply these concepts and others such as transformer self-attention to create custom models for the purpose of analyzing chemical compounds and their effects on cells. I'm also collaborating to design.

Pittsburgh, Pennsylvania, United States

During the Fall 2022-23 semester, I was a teaching assistant for CMPINF 401 - Intermediate Programming, in which I taught students about introductory concepts to computer science in the Java programming language. I proctored weekly labs with programming assignments which I verified and graded. Such topics covered in the course and in Labs include data.

For this position, I analyzed the applications of the transformer and BERT-like models for the task of protein structure prediction. The models were constructed using PyTorch and PyTorch Lightning, and received an amino acid sequence in an attempt to calculate its folded, three-dimensional structure. I had to read and analyze machine learning literature in.

For this position, I was responsible for reviewing and replication machine learning and neuroscience research to analyze proper methods for preparing electroencephalogram (EEG) deep learning classification models. This included analyses using spectral images and convolutional neural networks (CNNs), as well as repurposed transformer models for analyzing.

In this role I developed a library designed for converting raw electroencephalogram recordings into spectral images for the purpose of constructing convolutional neural network pipelines for classification tasks, such as determining probabilities of patients having neurodegenerative diseases. I was also given a deep learning classification task in which I.

Albuquerque, New Mexico, United States

In this position, I was responsible for grading weekly math assignments for all students at the learning center, from Kindergarten through High School, grading and teaching topics ranging from addition and algebra to advanced topics in calculus.