What I Do

AI & Automation
Services

End-to-end AI development, workflow automation, LLM integration, and business analysis. Available for project contracts, consulting engagements, and full-time roles.

AI Development

End-to-end LLM systems that actually work in production

Full lifecycle AI development: requirements gathering, system architecture, model integration, validation, deployment, and monitoring. GPT-4, Claude, Gemini, and open-source models. Multi-agent systems, RAG pipelines, and custom fine-tuning where appropriate.

Deliverables

  • ▸ LLM integration architecture
  • ▸ Multi-agent workflow systems
  • ▸ RAG/retrieval pipelines
  • ▸ Production deployment with monitoring
  • ▸ Accuracy validation and testing

Ideal for:

Businesses needing a reliable AI system built from scratch or an existing workflow that needs an intelligent layer added.

Automation Engineering

Python pipelines that eliminate manual, repetitive work

Workflow automation using Python, LangChain, REST APIs, and integration platforms. Document processing, data extraction, CRM automation, reporting pipelines, scheduled jobs, and event-driven automation. If your team is doing the same thing manually more than 10 times per week, it's automatable.

Deliverables

  • ▸ Document/email processing pipelines
  • ▸ Automated reporting workflows
  • ▸ API integration and data sync
  • ▸ Scheduled automation scripts
  • ▸ Exception handling and monitoring

Ideal for:

Operations teams spending hours on repetitive data entry, report generation, document processing, or system synchronization.

LLM Integration

Connecting language models to your existing systems

Integrate GPT-4, Claude, Gemini, and other LLMs into your existing applications, workflows, and platforms. Custom knowledge bases, prompt optimization, API wrappers, streaming interfaces, and cost management. Works with any tech stack — Python, Node.js, TypeScript, REST APIs.

Deliverables

  • ▸ LLM API integration and abstraction
  • ▸ Custom knowledge base construction
  • ▸ Prompt engineering and optimization
  • ▸ Cost monitoring and rate limiting
  • ▸ Multi-provider routing for reliability

Ideal for:

Product teams wanting to add AI capabilities to existing tools, or developers needing an experienced hand on LLM plumbing.

AI Strategy & Consulting

Practical AI roadmaps for businesses ready to act

Not strategy decks that collect dust — practical AI roadmaps you can actually execute. Process analysis to identify automation candidates, ROI modeling, vendor evaluation, build vs. buy decisions, and a clear prioritized implementation plan. Delivered with the perspective of someone who's built these systems, not just advised on them.

Deliverables

  • ▸ Workflow automation audit
  • ▸ AI opportunity prioritization
  • ▸ ROI modeling per use case
  • ▸ Vendor/tool evaluation
  • ▸ Implementation roadmap

Ideal for:

Business leaders who know AI automation is relevant but need help identifying where to start and whether to build or buy.

Business Analysis

Requirements and delivery management for technical projects

Technical business analysis for AI and automation projects. Requirements gathering, user stories, gap analysis, process documentation, Agile/Scrum facilitation, and stakeholder alignment. Bridging the gap between what the business needs and what the development team builds.

Deliverables

  • ▸ Requirements documentation
  • ▸ User stories and acceptance criteria
  • ▸ Process flow diagrams
  • ▸ Gap analysis reports
  • ▸ Stakeholder communication plans

Ideal for:

Technical teams needing BA support, or business teams that need someone technical enough to translate requirements into implementation specs.

Full-Stack AI Applications

Complete AI-powered web applications deployed on Cloudflare

End-to-end build of AI-powered web applications: React/TypeScript frontend, Python or Node.js backend, LLM integration, database, and Cloudflare deployment. From voice-activated tools to intelligent dashboards to automated content platforms.

Deliverables

  • ▸ React/TypeScript frontend
  • ▸ API backend with LLM integration
  • ▸ Database design and implementation
  • ▸ Cloudflare Workers/Pages deployment
  • ▸ Production monitoring and analytics

Ideal for:

Founders and product teams who need an AI-powered application built and shipped — not a prototype, a real product.

How We Work

Engagement Models

Project Contract

Scoped deliverables, defined timeline, fixed or milestone-based pricing. Best for well-defined builds.

Consulting Retainer

Ongoing advisory, review, and implementation support. Best for teams that need an AI expert on call.

Full-Time Role

Open to FTE opportunities as AI Developer, Automation Engineer, or Technical Business Analyst.

Ready to Get Started?

Describe your project or challenge. I'll tell you honestly if I can help and what a realistic solution looks like.

Start a Conversation Call (404) 640-7734