Fractional. Embedded. Output that ships.
I’m your
Fractional
Agentic
AI-native
Full-stack
Revenue
Embedded
AI Engineer.
Forward-deployed AI engineering for GTM and RevOps. Agents build in parallel. I review every line. Watch revenue run on rails.
Trusted by founders and revenue leaders at











Revenue infrastructure. Deployed with finesse.
I’ve shipped pipeline for global powerhouses, industry titans and the occasional avocado-on-toast lover. The systems work. The deals close.
Why hire me fractionally?
Hire one engineer. Get a 10-person GTM and RevOps team that never sleeps.
Most fractional hires bring opinions. I bring working systems, and the agents that run them. Signal and intent engines, waterfall enrichment, CRM architecture and attribution that ties revenue to source. Built in code, tested in loops, reviewed line by line. No deck. No playbook. A machine in your stack by week two, and you own every line of it.
Agentic
Eval-tested
Code you own
Human-reviewed
Live by week two
Multiple agents. Many models. One engineer.
I work like a small engineering team. Claude Code, Codex and Cursor build at once, with OpenCode on the long row jobs, each agent in its own worktree on the model that suits the task. Every change loops through build, test and review until the checks pass, and nothing merges until I have read the diff. A team's throughput. One engineer accountable for every line.
What clients say
These engagements. Same engineer.
Real engagements. Real revenue lifts. Same engineer you’d be hiring fractionally.



What I ship into your stack.
Live systems. Real wiring. No service decks. Eight systems I build, deploy and hand over inside your GTM and RevOps stack. Three of them run below.
A signal tells you why to reach out. Intent tells you when. Site visits, pricing-page returns, topic surges and review-site comparisons are scored over rolling windows, so you see which accounts are actively in market this week, not which ones changed something last month.
Agents that do the daily work of SDR, research, marketing ops and RevOps. They research accounts, draft outreach, clean the CRM and route leads. Every send and every CRM write passes a human gate.
An SEO and AI-search content engine. Search and behaviour data lands in Supabase, Claude Sonnet 5.5 writes to a brief, automated checks enforce the brief and the house voice, drafts go straight to WordPress, and published performance picks the next batch.



