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Data McFly.

fractional cto · ai engineering

One partner who ships
like a whole team.

Senior technical leadership, hands-on delivery, and AI-native engineering. Brought into your business exactly when you need it, and only for as long as you do.

See the approach

Currently accepting 2 new clients · replies within a business day

27+ years building softwareAnthropic Certified Architectex-Directus · ex-CrowdcastPenticton, BC — working with teams everywhere

You're building something real. You just need the right technical partner.

Three kinds of teams I work with most. If you don't see yourself here, the call is still free.

Early-stage startups

Seed → Series A — You have a vision and momentum but no CTO. I set the technical foundation right the first time: architecture, stack, the first hires, and the early code everything else gets built on.

SMBs modernizing their stack

Growth stage — Your systems slow the business down and the backlog only grows. You need someone who thinks about the business, writes the roadmap, and then actually ships against it.

AI & automation adopters

Any stage — You know AI should be reshaping your operations. You're just not sure where to start, or who to trust. I've shipped agentic systems in production, not in a demo.

I build it, not just plan it.

I advise and I build, usually in the same week. Nothing gets lost between deciding something and shipping it.

Technical strategy & roadmap

Clear architectural direction and a build sequence that prioritizes business outcomes over engineering vanity. A plan you can actually ship against.

AI & automation integration

AI work isn't about prompting. It's about context. I build the pipelines and retrieval systems that make AI outputs reliable enough for real customers.

Agentic OS design & implementation

A foundational layer that coordinates multiple AI agents to plan, execute, and monitor multi-step business goals: orchestration, memory, and governance for complex workflows, with human oversight kept firmly in the loop.

Full-stack development

Astro, React, Node, TypeScript, PostgreSQL, infrastructure. Hands-on the moment you need hands. Not a deck handed off to someone else.

Agentic engineering

Multi-step agents that reason, plan, and act through tools, running as production systems inside your workflows. Not weekend experiments.

Engineering leadership

Hiring support, code-review culture, technical interviews, and process that fits your stage, plus ramping your team on agentic workflows.

Infrastructure & performance

Migrations, deployment pipelines, cost reduction. Consistently 70–90% improvements across platforms. Speed is a feature; so is a calmer bill.

the 70 / 30 difference

One engineer who ships like a team. Here's why that's possible now.

Most fractional CTOs give you judgment or hands, rarely both. I deliver both, through a way of working I call 70/30 Engineering. AI agents handle roughly 70% of the mechanical work: scaffolding, boilerplate, test coverage, the first draft of nearly everything. Senior human judgment owns the 30% that decides whether software is any good: architecture, edge cases, security, and knowing what not to build.

It isn't vibe-coding and it isn't hype. It's a disciplined practice that turns one senior engineer into the output of a full team. The proof is in what it ships.

~10×
increase in features shipped per week
3 weeks
from nothing to launched, with a two-person team

Anthropic Certified Architect — building AI systems to the standard the model-makers recommend.

mechanical work, automatedjudgment, mine

Work with me the way that fits.

Three ways to work together. Every engagement starts with the same free 30-minute call.

Advisory

Monthly retainer · min. 3 months

You have engineers. You need someone senior enough to catch the decisions they don't know they're making. A CTO on speed dial who actually picks up.

  • Weekly strategy & architecture calls
  • Same-day async Q&A between sessions
  • Roadmap & technology reviews
  • Code and architecture audits on request

Best for: teams that want senior judgment in the room.

Embedded Partner

Monthly retainer · min. 3 months · ★ Most popular

Everything in Advisory, plus I'm actually building with you. I sit inside your team and own real deliverables. One engagement, no handoff lag.

  • Active development alongside your team
  • Ownership of architecture & PR reviews
  • Hiring support & technical interviews
  • Mentorship on agentic workflows

Best for: scaling teams that need a builder and a strategist in one.

Project Sprint

Fixed scope · fixed fee

You have a specific, defined problem: a migration, an AI system, a performance overhaul. We scope it, agree on the outcome, and I deliver it.

  • Clear deliverable agreed upfront
  • AI pipeline & automation builds
  • Platform & database migrations
  • Performance & infrastructure overhauls

Best for: a well-defined challenge that needs doing properly, once.

the person behind it

I'm Roger Stringer, a product engineer and full-stack developer with 27+ years of building software that ships and scales. Data McFly is how I work with startups and businesses that need senior technical leadership without the cost of a full-time executive hire.

My background spans the whole stack: frontend to infrastructure, database design to agentic AI pipelines. Past roles include senior engineering at Directus and Crowdcast, and leading product engineering for AI-native products. What separates me from most fractional CTOs is simple. I build. With AI-augmented workflows in my toolkit, a single engagement reliably delivers the output of a full team.

The right engineer doesn't just solve the problem in front of you — they prevent the next three you didn't see coming.

I take on a small number of clients at a time, intentionally, so every engagement gets the attention it deserves.

Stack: Astro · React · Node.js · TypeScript · PostgreSQL · Directus · n8n · Drizzle · Vercel AI SDK · Fly.io · Agentic AI

— Roger

let's talk

Ready to build something that ships?

A 30-minute conversation about where you're headed and whether I'm the right fit to help you get there. No pitch, no pressure.

Currently accepting 2 new clients · replies within a business day

hello@datamcfly.com