AI automation and technical remediation for broken workflows, APIs and web apps
I’m Marvin, an AI and automation systems developer with a mechanical engineering background. I help founders, creators and small businesses fix technical problems, reduce repetitive work and build practical systems that are easier to maintain.
My work includes Python automation, OpenAI and other LLM integrations, n8n workflows, APIs, webhooks, browser automation, Docker, website and form fixes, deployment troubleshooting and repository rescue. I’m comfortable starting with an unclear problem, reproducing it where possible, explaining the cause in plain English and turning it into a focused repair or implementation plan.
I value clear communication, sensible scope and evidence that the result works. Clients can expect practical testing, concise documentation and a straightforward handover.
Work Terms
Available for focused fixed-scope projects and paid technical diagnostics. I work primarily during UK business hours and can agree overlapping hours for active projects. I prefer clear requirements, approved collaboration, funded milestones or active contracts, and regular written updates. Communication in English.