Lite analytics, machine learning, and data visualization tools running on disposable infrastructure
k3s
Elastic
Superset
Jupyter
NVIDIA
Kubernetes cluster management platform for container orchestration, monitoring, and multi-cluster operations
Self-hosted OCI-compliant container registry powered by Zot, with Azure Container Registry sync and Keycloak OIDC authentication
Self-hosted Git service powered by Gitea for source code management, CI/CD integration, and private repository hosting
Advanced search and analytics engine with Kibana for real-time data visualization and insights
Multi-user data science environment with GPU support, persistent storage, and collaborative notebooks
Operator-facing BI and dashboard platform visualizing Meshtastic mesh activity, GNSS tracks, signal quality, and sensor telemetry from Elasticsearch
Visual data flow automation platform ingesting MQTT telemetry, transforming Meshtastic packets, and routing data into Elasticsearch
LoRa mesh radio network daemon running on the control plane, bridging field nodes to the platform via MQTT for DDIL-resilient communications
Lightweight MQTT broker receiving telemetry, position, and message data from Meshtastic mesh nodes and routing it to the NiFi pipeline
Object recognition camera and sensor integration for real-time detection, classification, and environmental data collection
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
Microsoft Azure serving as the cloud backbone — hosting ACR as the upstream image registry, Velero backups via Storage Account, and Azure Arc for unified cluster management across edge deployments
On-device speech-to-text and multilingual translation powered by the NVIDIA Jetson Orin Nano — converting voice to text and broadcasting in English, Japanese, Spanish, and Mandarin over the mesh with zero internet dependency
Keycloak identity platform providing unified authentication across all cluster services via Google SSO and local DDIL accounts for offline operations
Edge AI & Computer Vision Platform
High-performance edge AI computing implemented with the NVIDIA Jetson Orin Nano. This platform enables real-time computer vision, AI inference at the edge, and is fully integrated with the existing Kubernetes cluster.
Read Technical Deep DiveMeshtastic & 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.
Autonomous Mesh Intelligence & Multilingual Broadcast
An autonomous bot service running on the control plane, listening on the Meshtastic mesh for commands and queries — fully operational in DDIL environments with zero internet dependency. Operators in the field can query cluster data and receive broadcasts in their preferred language over LoRa.
!pos — return last known GPS position of any node!nodes — list active mesh nodes and last seen time!status — cluster health summary!alert — broadcast alert to all mesh nodesTechnical 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.