Principal-level AI consulting
I partner with founders and engineering leaders to turn AI ideas into shipped systems.
Clear scope, practical architecture & fast execution, without junior handoffs or bloated consulting teams.
Deep technical and industry experience
From proof of concept to production, the focus is on reliable systems your team can operate, maintain and scale.
Applied across real operating environments
Support for operations-focused teams where reliability and adoption matter: copilots, support automation, workflow orchestration and decision-assist tools.
LLM engineering stack expertise
Hands-on with modern LLM development: model selection and evaluation, prompt and retrieval design, LangChain, LlamaIndex, vector databases, tool calling, observability, and cost/performance tuning.
Industry Experience
- 20+ years building SaaS and production software systems
- Principal engineering and startup leadership experience
- Founder of Mini Agent, an AI workflow and delegation platform
- Author of published books on building software with AIs
Common consulting topics
Typical engagements focus on practical decisions that move teams from AI interest to usable systems.
- Assessing whether AI is actually the right solution
- Designing production-ready LLM systems
- Building AI agents and tool-calling workflows
- Retrieval pipelines using RAG, BM25 and vector search
- Model selection across OpenAI, Anthropic, Google, xAI and open models
- Prompt design, evaluation and guardrails
- Cost optimization and performance tuning
- LangChain and LlamaIndex architecture decisions
Books by your consulting lead
Explore published work that reflects the practical approach used in consulting engagements.
Choose your engagement
Pick the option that matches your stage. All engagements start through support, followed by payment and scheduling.
60 min AI Architecture Call
$150 USD
Focused strategy and technical review for a specific challenge.
- Specific architecture or product question
- Live feedback on your current approach
- Best next-step recommendations
1 day AI Strategy Session
$800 USD
A dedicated session to unblock architecture, implementation or roadmap decisions.
- Up to 6 hours dedicated time, with follow-up notes and recommendations
- Architecture and implementation review
- Roadmap and technical decision support
Special projects
Custom
Ongoing support for larger builds, special initiatives and long-term advisory.
- Advisory for product and engineering leadership
- Hands-on architecture and build guidance
- Longer engagements for critical initiatives
* Contact support with your inquiry for follow up steps, including payment and scheduling.