Projects

Academic and technical projects showcasing ML and infrastructure expertise

Artwork Style Classification

Fall 2025

Multi-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

Ongoing

Self-managed bare-metal Kubernetes cluster on Arch Linux for hands-on certification preparation and ML workload experimentation.

KubernetesArgoCDFluxCDPrometheusGrafanaPostgreSQLArch Linux