AI & Automation Consulting

Data Science Meets Intelligent Automation

8+ years building production ML systems and data pipelines. Now applying that experience to AI integration and workflow automation. Check out my projects or reach out if you want to talk tech.

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About

Building Cool Things

I'm a lead data scientist with 8+ years building machine learning models, ETL pipelines, and production systems — from multi-million dollar products to small homebrew builds and everything in between.

Now I'm helping businesses cut through the AI hype and figure out where automation actually adds value. I build self-hosted platforms, AI-powered workflows, and the infrastructure to make it all run.

Rusty Data is where that work lives.

AI Automation

Cut through the hype. Integrate LLMs and AI workflows where they actually save you time and money.

Data Pipelines

Knock the rust off your data. Clean, automated pipelines that just work.

Machine Learning

Ad-hoc ML models built purposefully for your business challenges.

Infrastructure

Self-hosted, containerized platforms you actually own and control; cloud services for when we need to scale.

Stack
Python
Docker
Claude Code
ML / AI
Power BI
ETL
Automation
Projects

What I'm Building

Docker Deployment Platform

Active

Self-hosted containerized infrastructure with GitOps-style continuous deployment, Cloudflare tunnels, secrets management, and orchestration. Running production services local and cloud services.

Docker Cloudflare Dokploy Python GitOps

E-Commerce Analytics Pipeline

Production

Automated daily API ETL, sales tracking, ML-powered stock forecasting, shift alerts, and Power BI dashboards for a consumer electronics brand. End-to-end data pipeline from ingestion to visualization.

Power BI Databricks ETL Python ML Forecasting

AI Integration & RAG Systems

Exploring

Self-hosted Open WebUI instances with RAG capabilities, custom AI tooling with Claude Code, and consulting on practical AI adoption strategies for businesses looking to automate intelligently.

LLMs RAG Open WebUI Claude Code Automation
Contact

Let's Talk

Open to interesting conversations about AI, data infrastructure, or automation challenges!