Recursively Curious

AI automation for growing teams, plus playful products exploring what’s next.

Explore the experiments →

AI-Powered Automation for Growing Businesses

I help small and mid-sized teams replace manual workflows with resilient automations and lightweight AI—unlocking capabilities that didn’t exist 18 months ago.

If spreadsheets, copy-paste, and disconnected systems are slowing everything down, I turn that chaos into smooth, measurable operations.

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What I Do

Partner with founders and operators to map messy processes and rebuild them as automation-first systems.

  • Replace repetitive copy-paste with end-to-end workflows.
  • Connect platforms so data flows without manual effort.
  • Design AI helpers that multiply team productivity.

How I Work

  • Discovery first: surface where time leaks, errors creep in, and people feel stuck.
  • Build fast: rapid automation sprints (2–4 weeks) or deeper platform builds when integration gets complex.
  • Iterate with AI: use Claude Code, Cursor, Gemini, and custom agents to prototype and refine quickly.

Selected Work

  • Food certification platform: End-to-end automation replacing manual copy-paste; AI reduces review time from four hours to minutes.
  • Deloitte (10 years): AI compliance workflows cutting assessment time by 75%, a data platform serving 27k+ users, and a £2M transformation saving 9k staff hours.
  • Personal builds: TinStorymill.com plus rapid automation systems for coaching, planning, and prototyping.

Who I Help

Small businesses and growing teams who:

  • Feel buried under repetitive, manual work.
  • Juggle disconnected systems that refuse to sync.
  • Want to move faster but are blocked by operational chaos.
  • Are curious about AI—yet need someone to actually build it.

Industries: professional services, agencies, certification/compliance, operations-heavy teams.

Tech Stack

  • AI & automation: Claude Code, Cursor, OpenAI, Gemini, Vertex AI, LangChain, custom agents.
  • Development: Python (Django, Flask, Streamlit), React, PostgreSQL, GCP.
  • Integration: API design, workflow automation, system orchestration.

Let’s Talk

Curious what automation could unlock for your business? Share the gnarliest workflow you’re wrestling with and we’ll explore it together.

Muhammad “Hom” Aboobakar
Email me →

Playful Projects

Indie experiments where I test ideas before they become client-ready systems.

Tiny Story Mill

Create personalised bedtime tales in seconds—pick a storyteller, add magical keywords, and let the mill weave the rest.

Generate story →

Niblet

Meet a playful virtual fish that chases lasers, begs for food, and brightens your day.

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