Building technologies to augment human intelligence.

applied AI engineer, cognitive science researcher, & human‑centered technologist.

Ekko
Brand Styling Sandbox
Aro
Aspect Hub
LIGHTNING SHARE
Well: Reboot Your Mindset
Web-Scraping Techniques
Clinicode

I'm a product engineer and AI/ML scientist focused on bridging the gap between machine and human intelligence. Currently based in LA at the University of Southern California as a Trustee Scholar, where I'm pursuing a bachelor’s in Cognitive Science and a master’s in Computer Science.

As a researcher with the USC Information Sciences Institute, I’m interested in exploring the intersection of cognitive science and artificial intelligence. I study LLMs' abstract reasoning capabilities through the lens of graph theory, linguistics, and cognitive psychology.

I also post articles on a Substack publication, The Perceptron, where I write on cognition, computation, perception, and intelligence.

Exploring a Cognitive Architecture for Learning Arithmetic Equations thumbnail

Exploring a Cognitive Architecture for Learning Arithmetic Equations

https://arxiv.org/abs/2405.04550

"Do large language models have an in-built notion of 'common sense'?" thumbnail

"Do large language models have an in-built notion of 'common sense'?"

https://www.linkedin.com/posts/colegawin_chatgpt-cognitivescience-artificialintelligence-activity-7207080948952174593-RJu4

The Perceptron thumbnail

The Perceptron

https://colegawin.substack.com

LavaLab logo

LavaLab

Aug. 2024 – Present

Director of Development

Code the Change logo

Code the Change

Aug. 2024 – Present

Tech Lead

Nora Music logo

Nora Music

Jan. 2024 – Aug. 2024

Head of Product & Engineering

Class Companion logo

Class Companion

Aug. 2023 – Dec. 2023

Machine Learning Engineer

Fiveable logo

Fiveable

Oct. 2021 – Aug. 2023

Software Engineer II

I serve as Director of Development at LavaLab, USC's premier product incubator, where I mentor the next generation of technical founders. I also serve as a Tech Lead for Code the Change, overseeing a team of student developers building a mobile app for a local non-profit.

Previously, I worked with Nora Music as Head of Product & Engineering, where I led a team building an innovative music discovery platform. I also worked with Class Companion, transforming educational content delivery through engineering AI systems for automated assignment generation.

I'm particularly fascinated by human-computer interaction and AI for social impact. Among others, I've developed AI solutions for medical coding and language learning, winning multiple hackathon awards for novel applications of machine learning and LLMs.