EXPERIMENT #004Automation · AI
Testing
Process Automation PoC
A proof of concept for removing repetitive operational work with small, observable automations.
- Python
- APIs
- Workflows
I’m Hilman. I build useful software at the intersection of AI, automation, and business—then document what the experiment taught me.
Selected observations · 2026
A proof of concept for removing repetitive operational work with small, observable automations.
A tiny virtual cat made to bring a little levity to long and stressful study sessions.
Interactive German lessons, useful vocabulary, and a clearer view of everyday learning progress.
Current focus
Practical systems that help people make or move work.
Calm, accessible interfaces built on reliable foundations.
Fewer repetitive steps. Better visibility. More time to think.