Projects
Academic and technical projects showcasing ML and infrastructure expertise
Artwork Style Classification
Fall 2025Multi-model ML pipeline to classify artwork into 10 art styles using WikiArt dataset with 10,000 images, achieving 54% accuracy with fine-tuned ResNet50 CNN.
PyTorchResNet50scikit-learnK-MeansGMMt-SNE
Kubernetes Homelab Platform
OngoingSelf-managed bare-metal Kubernetes cluster on Arch Linux for hands-on certification preparation and ML workload experimentation.
KubernetesArgoCDFluxCDPrometheusGrafanaPostgreSQLArch Linux