Open-sourced DSP toolkit offering pre-trained modulation classification models for Python.
- Reusable PyTorch transforms, datasets, and a full training pipeline
- Pretrained checkpoints + docs for quick experimentation
Stack: Python • PyTorch Lightning • Signal Processing
Code: https://github.com/isaiah-harville/sigkit
1st Place Winner hackathon project and real-time analytics tool.
- Live telemetry ingestion (Python/FastAPI + PostgreSQL)
- Interactive dashboards in TypeScript, deployed to Kubernetes
Stack: Python • TypeScript • PostgreSQL • FastAPI • Kubernetes
Code: https://github.com/isaiah-harville/ORION
Personal Kubernetes cluster config powering services, including this site.
- GitOps workflow with Flux and Talos for declarative, repeatable infra
- Automated deployments across monitoring, networking, and media services
Stack: Kubernetes • Docker • Flux • GitOps • Talos
Code: https://github.com/isaiah-harville/homelab
Deployment: Kubernetes • Docker • Flux • Talos • Linux • Supabase
SWE: Python • Rust • C++ • REST APIs • gRPC • PostgreSQL • SQL • CI/CD
AI/ML: PyTorch • PyTorch Lightning • Computer Vision • Reinforcement Learning • Adversarial ML • Kubeflow • MLflow • Weights & Biases
Note: Personal account; does not reflect corporate/private GitLab activity.