Building across software, learning, and robotics data.

Practical tools for the parts of work that keep getting stuck.

I’m Os Ishmael. I’m building 2nd Bell, AI Skills Tutor HK, Qithym, Loamnote, ActaOS, and an early robotics data venture.

In short

Start with the handoff, habit, or decision that breaks. Then shape the simplest useful product around it. AI helps when it makes the work clearer.

Current portfolio: 2nd Bell, AI Skills Tutor HK, Qithym, Loamnote, ActaOS, and Robotics Data Venture

Current systems

Four tools and two ventures built around real bottlenecks.

Each one starts with inputs, outputs, and a clear human job.

The common thread

AI is a utility, not the pitch.

Each project starts with a real operating problem.

Businesses lose leads after first contact.

Students use AI without knowing how to check it.

Workers lose rhythm after breaks and context switching.

I build small systems around those gaps.

How I build

Clean systems before clever tools.

Find the constraint

Where does the work slow down, leak, or become unclear?

Map the workflow

What happens next? Who owns it? What should the software make obvious?

Use AI as a tool

Use it for narrow jobs: draft, classify, summarize, or check.

AI Skills Tutor HK

Practical AI lessons for students and families.

AI Skills Tutor HK teaches students how to use AI without outsourcing thinking.

The focus is checking, explaining, and knowing when human judgement matters.

Writing and build notes

Notes from the work in progress.

I write about what I build, test, ship, and learn.

Read the notes

Work with me

Choose the path that fits the problem.