Hi, welcome to my website! (i made it all with threejs)

I'm John Cost, a Senior at Carnegie Mellon University majoring in Biology and Computational Biology.

I'm passionate about attacking biology problems with machine learning solutions.

Education

Junior, Carnegie Mellon University, Pittsburgh, PA
• Graduating May '25

Interests

• AI in Biotechnology
• Ageing and Cancer
• The intersection of engineering, genetics and machine learning

Thanks for visiting :)

Here are a few ways that you can contact me!

Here are a few of the things I've worked on!

Deep Learning Detection of Pneumonia

OPEN PAPER

A quick paper and computer vision model implemented as a project for a course

• Machine Learning
• CNNs
• Computer Vision
• Python
• Tensorflow
• Google Collab
• Datasets
• Written Communication

Meta-Path Cell Phenotyping on spatially resolved SSD

OPEN PAPER

Paper covering the instantiation of a novel meta-path-based method of cell-phenotyping on SS data.

• Machine Learning
• Pytorch
• Single Cell
• Google Collab • Written Communication again

CNN vs HMM: The Race for Classification of PBDs

OPEN PAPER

Investigation into the ability of machine learning models (CNNs) to predict Protein Binding Domains.

• Machine Learning
• CNNs
• Python
• Tensorflow
• Genetics
• Databases and Resources
• Written Communication

Splicing Speed: A Review of Breakneck Advances in Genetic Engineering and Biotech

OPEN PAPER

An introduction and explanation of some of the more compelling and recent developments in biotechnology.

• Written Communication
• Biology / Cell Biology

AND THIS WEBSITE

Take a look! Its pretty NICE. I made it!

This website is a work in progress...