Consulting & Engineering Services

I combine hands-on software expertise with practical AI integrations so that your team can move from idea to impact without the overhead of hiring a full engineering department.

Where I Create Leverage

Strategy-to-execution engagements that blend AI research, data engineering, and product delivery so your team ships faster with less risk.

AI Opportunity Mapping

Rapid discovery sprints to spot where state-of-the-art AI models can create real value

  • Use-case prioritization
  • RAG & data readiness assessments
  • Stakeholder enablement

AI Integration & Workflow Design

Plug leading AI platforms (OpenAI, Anthropic Claude, Google Gemini) and orchestration frameworks (LangChain, LangGraph) into your products and teams with confidence

  • Agent & workflow design with LangChain / LangGraph
  • Production-ready RAG experiences with evaluation loops
  • Responsible usage guardrails

Modern Data Platforms

Build resilient data pipelines, ELT workflows, and analytics experiences your teams trust - fueling smarter AI automation

  • Streaming & batch pipelines
  • Data quality automation
  • Self-serve analytics

Product & Platform Delivery

End-to-end engineering to ship customer-facing web apps, APIs, and automations that grow with your business

  • Design-to-deploy ownership
  • Secure, scalable architecture
  • Launch & runbooks

Engineering Leadership Support

Hands-on technical leadership for teams that need senior guidance without a full-time hire

  • Roadmaps & OKRs
  • Team enablement
  • Vendor & partner leadership

Experimentation & Insights

Close the loop with experimentation frameworks, analytics, and stakeholder reporting

  • Experiment design
  • Product analytics
  • Executive dashboards

Proven Consulting Approach

Built to de-risk ambitious AI and software initiatives while enabling your internal team to own the roadmap.

Align on the opportunity

Stakeholder workshops, qualitative research, and KPI mapping to identify the highest-leverage problems to solve.

Example deliverables

  • Use-case canvas
  • Success metrics
  • Delivery roadmap

Prototype with intent

Ship a production-ready slice - instrumented, secure, and measurable - so you can validate value with real users quickly.

Example deliverables

  • Architecture & data design
  • Implementation & QA
  • Launch playbook

Scale what works

Operationalize the win with automation, documentation, and enablement so internal teams can run with it.

Example deliverables

  • Observability & MLOps
  • Runbooks & training
  • Hiring & vendor guidance

Let's ship your next milestone

Ready to explore where AI and software can unlock leverage?

I partner with founders, product leaders, and data teams to deliver production-grade solutions, from focused delivery sprints to ongoing fractional CTO support. Tell me about your goals and we'll design the most impactful path forward.

Book a Strategy Call

Typical engagements run 4-12 weeks with optional fractional CTO coverage for longer-term leadership support.