Welcome!
I'm Cameron Maloney, a passionate AI researcher and developer. This site is my digital workspace where I share my ongoing publications, blog posts, and projects in the field of artificial intelligence. Like the rapidly evolving field of AI itself, this site is continuously growing and evolving, so some content and features may still be under development.
Recent Publications
GAN For Microstructure Reconstruction and Generation
Using a special GAN architecture to generate novel images of carbon nanotubes in order to predict their electrical properties.
Authors: Cameron Maloney, Lucas Taliaferro, Jonathan Ventura, Long Wang
Conference: Multifunctional Materials and Structures I
Paper (in progress) | Blog | Code
SARFormer (AI for Search and Rescue)
Read more about this project below. The paper and code will be released soon.
Authors: Coming soon
Conference: Coming soon
Paper (coming soon) | Blog (coming soon) | Code (coming soon)
AirfoilSim
The paper and code will be released soon.
Authors: Coming soon
Conference: Coming soon
Paper (coming soon) | Blog (coming soon) | Code (coming soon)Blog
LinguifAI: Train Custom Models on your Datasets
LinguifAI is a desktop application that allows users to train custom classification models on their datasets. They can use these models to make predictions, or they can use our pre-trained models. The app also allows users to ask questions about their data by engaging with a chatbot. Find out more about it here.
A Novel Technique for Generating Microstructure Images for Structure-Property Prediction (In Progress)
Determining the structure-property relationships of microstructures is often a costly and time-intensive task, typically requiring advanced microscopy and extensive imaging efforts. Discover an innovative approach that generates new microstructure images from a limited set of ground-truth images, enabling efficient analysis of structure-property relationships.
Projects
Animal Breed Classifier
A Streamlit application that allows users to upload images of dogs, cats, or birds and see what specific breed/species the animal is. Supports 120 dog breeds, 31 cat breeds, and 59 bird species.Code
LinguifAI
A desktop application allowing users to train classification models on their data or use pre-trained classifiers to gain insights about their data. Users may also talk to a chatbot to ask questions about their data. No coding experience required!Code
Optimal Course Scheduler
Developed an algorithm to optimize my course schedule, taking into account my preferred courses, their seasonal availability, and the specific requirements for my two majors. This algorithm efficiently identified the quickest path to completing all academic requirements, which helped make my educational journey faster and allowed me to have room for extra classes. While the system is currently customized for my situation at Cal Poly, it can be adapted for other students at the same institution. However, because it relies on scraping the university's course catalog, its applicability to students from other universities is limited.Code