Projects

AI systems, development tools, and open source contributions.

Featured Project

Retriever

RAG-powered Q&A system with source citations and answer verification. Includes evaluation framework to measure retrieval quality over time. Document ingestion, vector search, and LLM-based synthesis.

Python Vector DB FastAPI OpenAI Anthropic

Drover

AI-powered document classification using LLMs. Automatically categorizes and routes documents based on content. Supports multiple LLM providers (Ollama, OpenAI, Anthropic) with configurable classification taxonomies and confidence thresholds.

Python FastAPI Ollama OpenAI Anthropic Pydantic

Agentspaces

Agentic development environment for managing multi-agent AI workflows. Isolated worktrees, dependency management, and CI integration. Production tooling for complex AI-assisted development projects requiring context persistence across sessions.

Python Git Worktrees Claude AI CLI Tools

Team of Rivals

Claude AI Skill Showcase: Strategic decision-assistance framework inspired by Abraham Lincoln's 'Team of Rivals' approach, implemented as Claude AI Skills. Get diverse, adversarial perspectives on your decisions instead of a single AI viewpoint.

Multi-Agent Orchestration Claude Skills AI Agents

Open Source Contributions

AWS Service Operator

Lets you define and use AWS service resources directly from Kubernetes

AWS VPN Controller

Kubernetes controller for AWS VPN management

AWS EKS Cluster Controller

Early stage EKS clusters and Kubernetes resource lifecycle management.

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