Lite analytics, machine learning, and data visualization tools running on disposable infrastructure
Multi-user data science environment with GPU support, persistent storage, and collaborative notebooks
Advanced search and analytics engine with Kibana for real-time data visualization and insights
Kubernetes cluster management platform for container orchestration, monitoring, and multi-cluster operations
High-performance NFS storage with automatic backups, versioning, and 1TB+ capacity
Datadog observability platform deployed via Helm operator for comprehensive infrastructure and application monitoring
End-to-end machine learning pipeline with model training, deployment, and inference capabilities
Edge AI & Computer Vision Platform
Implementing high-performance edge AI computing with the NVIDIA Jetson Orin Nano. This platform will enable real-time computer vision, AI inference at the edge, and integration with the existing Kubernetes cluster.
Meshtastic & Radio-to-IP Communications
Prototyping Denied, Disrupted, Intermittent, Limited (DDIL) communications infrastructure using Meshtastic LoRa mesh networks and radio-to-IP bridging for disaster preparedness, weather data distribution, and IoT device integration with voice assistants.
Technical Defense & Security Analysis
Expanding technical defense capabilities with dedicated research infrastructure for vulnerability analysis, threat modeling, and defensive security research.
Azure, AWS, GCP Hybrid Architecture
Building hybrid cloud infrastructure spanning Azure, AWS, and GCP for resilience, cost optimization, and multi-region deployment.
Showcasing technical projects, infrastructure implementations, and data science work across cloud platforms, machine learning, and security research.
Built automated pipeline to parse, transform, and visualize Apple Health data in Elasticsearch. Created custom Kibana dashboards for workout tracking, heart rate analysis, and health metrics visualization.
View ProjectDesigned and deployed production-grade Kubernetes cluster with JupyterHub, Elasticsearch, Keycloak authentication, persistent NFS storage, and Let's Encrypt TLS automation via Traefik.
Deep-dive analysis of OAuth2 Proxy, Keycloak integration, and Elasticsearch authentication patterns. Documented licensing limitations, security trade-offs, and best practices for enterprise authentication.
Additional portfolio items will be added as projects are completed and documented.
Technical analysis, security research, and defensive strategies for modern infrastructure and applications.
Analysis of authentication patterns for Elasticsearch, comparing OAuth2 Proxy implementation with native OIDC integration. Covers licensing limitations, security implications, and practical deployment considerations.
Read ArticleComplete guide to deploying enterprise-grade Kubernetes infrastructure on homelab hardware, including storage, networking, and security best practices.
Coming SoonImplementing computer vision models on Jetson Orin Nano for real-time inference, including DeepStream pipelines and Kubernetes integration.
Coming SoonNew technical articles and defense research published regularly. Topics include security, infrastructure, and data science.
Our data science platform runs on a modern Kubernetes infrastructure, providing enterprise-grade reliability and scalability. From data ingestion to model deployment, every component is designed for performance.