AI-Driven Compiler Optimization Study
Benchmarked AI-optimized C and C++ code against GCC optimization levels across ARM and x86 architectures using runtime and processor-level performance metrics.
C / C++ View Project →Ryan Ashworth
Computer Science Student
Security | Artificial Intelligence | Creative Problem-Solving
View My WorkAbout Me
I'm a computer science student focusing on Security and Artificial Intelligence.
I come to the field with previous experience in the healthcare industry primarily in operations, people, and project management.
Python>
C++
Kali Linux
Git
HTML
CSS
Featured Projects
A* Pathfinding & Adaptive Search
Implemented and compared multiple A* search strategies across randomly generated grid environments, analyzing expanded nodes, path length, and search efficiency.
Python View Project →Image Classification
Implemented and compared Naive Bayes and Perceptron classifiers across digit and face datasets using multiple feature-extraction strategies.
Python View Project →Evolution of Image Classification
Compared traditional machine learning and deep learning across MNIST and CIFAR-10, evaluating handcrafted HOG features, linear classifiers, fully connected neural networks, and convolutional neural networks. Achieved 99.02% accuracy on MNIST and 67.28% on CIFAR-10 using CNNs.
Python / PyTorch / Computer Vision View Project →AI & Game Theory for Cybersecurity
Investigating attacker-defender cybersecurity models using game theory and AI to explore the balance between defensive investment and residual attack risk. The project focuses on developing mathematically defensible payoff models and studying how equilibrium strategies can inform security decisions.
Python / Game Theory / Cybersecurity / Artificial IntelligenceLet's Connect
I'm always interested in new projects, opportunities, and conversations.