How I Work
My work falls into two areas: helping organizations use AI and modern tools to operate better, and building the custom software that makes complex operations possible. Often, both are part of the same engagement.
AI & Operations
AI Agent Implementation
Designing and deploying agentic workflows on the modern AI stack. Frontier models like Claude and GPT, tools like Claude Code and MCP, and the engineering rigor these systems require to run reliably in production.
What's Included
- Use-case identification and ROI scoping
- Agent architecture and tool design
- Frontier model and MCP integration
- Evaluation, guardrails, and observability
- Deployment and ongoing iteration
Full-Week AI Immersion
Five days embedded with your team. I assess current workflows, identify where AI fits naturally, and implement tools with hands-on training. You leave with real systems running, not just a presentation.
What's Included
- In-depth workflow audit
- Custom tool selection and setup
- Role-specific training sessions
- Data privacy and governance framework
- 30 days of follow-up support
2-Day Intensive
A focused sprint on one or two high-impact areas. Ideal if you want results fast without a week-long commitment.
What's Included
- Pre-engagement needs assessment
- Targeted process automation
- Core team hands-on training
- Prompt engineering walkthrough
- Custom AI policy draft
Executive Workshop
A half-day session designed for leadership teams. Frame your AI strategy, address concerns, and leave with a clear roadmap.
What's Included
- Strategic overview for decision-makers
- Risk, ethics, and security considerations
- Build vs. buy guidance
- Roadmap and resourcing recommendations
- Q&A and scenario planning
Ongoing Advisory
For organizations that want a trusted partner as the AI landscape continues to shift. Monthly or quarterly engagement to keep your strategy grounded in what actually works.
What's Included
- Regular strategy calls
- On-demand troubleshooting
- New tool and model evaluation
- Team onboarding support
- Quarterly impact reviews
Custom Development
Custom Platform Builds
Full-stack web applications built for real scale and real complexity. Modern stacks (Next.js, Node, Postgres, AWS), purpose-built architecture, and the discipline to ship something that holds up under production load.
What's Included
- Requirements scoping and architecture planning
- Frontend and backend development
- Third-party API and integration orchestration
- Authentication, security, and compliance considerations
- Staging and production environment setup
Systems Integration
Most businesses run on multiple platforms that don't talk to each other. I design and build the connective tissue that makes your stack work as one.
What's Included
- Audit of existing tools and data flows
- API integration and webhook architecture
- Automated data pipelines and sync logic
- Error handling and operational reliability
- Documentation for your internal team