Capabilities

What I build with AI

Not just chatbots. The full range of production AI, from conversational assistants to custom computer-vision models, wired into products people rely on every day.

Conversational assistants

Chat over your product's own data. Staff ask questions in plain English and get instant, cited answers drawn from the full record.

Agents & orchestration

Tool-calling agents and the orchestration layer that makes them reliable: context assembly, multi-model routing, and response guards. The Fitly playbook.

RAG over private data

Search and Q&A across your docs, records, and knowledge base, with citations on every answer and guardrails against hallucination.

Computer vision & custom models

Fine-tuned vision and ML models that detect, classify, and flag what matters in your images. Can run on-device and offline. You own the model.

Document intelligence

Pull structured data out of PDFs, forms, invoices, and scans, and map it straight into the systems you already run.

Regulated & HIPAA-safe AI

De-identify sensitive data before the model sees it, re-hydrate on display, and audit every request. Built for healthcare and other regulated data.

Scoped for clients:A HIPAA-safe AI assistant·A computer-vision defect detector

Ongoing engagement

Fractional CTO

Senior engineering leadership without a full-time hire. Take this on after a sprint to keep the work moving, or as a standalone retainer when you need a CTO-level voice in the room without funding a full salary.

$2,500/month

Starts here. Cancel anytime. Scaled up as needed.

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What's included

  • Weekly architecture and product review

    Working session on what's blocking the team and what's coming next.

  • On-call for high-stakes technical decisions

    Async or live. The calls that need a senior voice before you commit.

  • Quarterly tech strategy and roadmap input

    What to build, what to buy, what to delay, what to retire.

  • Hiring panel input for senior engineering hires

    Interview screens and second-opinion calls before you offer.

  • Agentic AI tooling guidance for your team

    Claude Code, Codex, agent workflows. Practical patterns, not vendor pitches.

Best fit: founders without a CTO who need a senior voice, Series A teams between hires, post-acquisition companies with no senior engineering.

Outside the catalog

Custom product development

Sometimes a project doesn't map cleanly to a sprint. Long-term builds, multi-phase platforms, R&D work, or anything where the right answer is "let's scope it together." I take on a small number of these every year.

If your project does not fit a sprint but you'd want me on it, send me what you're working on. I'll tell you whether it's a fit and what scoping looks like.

This is also the engagement shape for what big tech now calls a Forward Deployed Engineer (FDE): embedded, senior, end-to-end, on a fractional or contractor basis.

Multi-phase product builds

Like Fitly AI: full-stack, multi-month, agent-driven from day one.

R&D on new AI capabilities

Prototyping novel agent patterns, RAG architectures, and tool-use chains.

Code modernization at scale

Legacy stack to modern architecture, agent-assisted refactor at speed.

Anything else, scoped to fit

Hourly engagements start at $200/hr. Custom scope, custom quote.

Not sure which fits?

Tell me what you are working on. I will let you know which engagement makes sense, or if a different scope is better.

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