Projects

Projects

Open source work and reference implementations I've built. Each project tackles a specific problem I've run into in production or research contexts.

MAWM Environment Automation

Enterprise Automation · Python · REST APIs

Python-based orchestration tool for creating and managing Manhattan Active WMS environments through sequential API execution. Handles multi-environment provisioning (DEV / QA / Stage) via header-based routing, dependency-aware API chaining, clone-from-golden workflows, OAuth 2.0 token management, and rollback on failure.

Pattern: orchestrated sequential execution with rollback — same shape applies to any enterprise admin API stack that lacks native workflow support.

Raven

Load Testing · Java · JMeter · Middleware

JMeter + Java utility for generating bulk XML payloads (100K+ orders, ASNs, POs, invoices) for middleware load testing. YAML-driven configuration + XML template — generate thousands of varied variants for stress testing Mule / ESB systems without hand-crafting each file.

Solves: "I need 50K distribution orders with different field combinations to stress-test my Mule app" — a recurring problem in integration-heavy projects.

Supply Chain Tech Signals

Content Pipeline · RSS · Cloudflare Pages

Automated daily newsletter curating warehouse, automation, fulfillment, visibility, transportation, and AI insights from RSS feeds, podcasts, and vendor content. Weighted editorial scoring selects the highest-signal items each day.

Live: supplychaintechsignals.com · GitHub: supplychaintechsignals.com

Local RAG Knowledge Base

RAG · Ollama · ChromaDB · FastAPI

Docker-based local RAG stack for indexing markdown notes and searching them semantically. Demonstrates the full flow: ingestion, embeddings, vector search, retrieval, grounded answer generation, and citations — without relying on cloud APIs.

Stack: Docker · Ollama · ChromaDB · FastAPI · Streamlit

silverdreamracer.me

Static Site · Pelican · GitHub Actions · S3

This site. Pelican-based static blog where Markdown is the source of truth. Automated build + deploy to AWS S3 via GitHub Actions, Route 53 DNS, CloudFront-ready architecture. Operationally lightweight and cost-effective.

Pattern: content-as-code — version-controlled, PR-driven publishing.

What I'm Working On Now

  • Integrating AI agents into VPS-orchestrated workflows (Hermes + OpenClaw multi-agent architecture)
  • Expanding Supply Chain Tech Signals with podcast ingestion and vendor insight feeds
  • Building local-first RAG patterns that work without cloud APIs for every query
  • Automating WMS environment management across multiple tenants and stages

Have a question or want to collaborate? Get in touch.