Zara Selim · automation & applied AI
Systems for the work between the tools.
I build automation, applied-AI and operational systems: the workflow logic, integrations and failure handling that turn messy, manual processes into something that actually runs.
Zara Selim
Applied AI · Automation · Operational systems
Give me a messy process and I'll figure out how it actually works, then build the system that runs it.
I work hands-on with workflow logic, APIs, LLMs and voice agents: routing, integrations, testing, and what happens when things break. Right now that's production voice agents and operational automation, plus my own projects on the side. I use AI where it actually helps, and normal code or a person where it doesn't.
- Based in
- Germany
- Now
- Production voice agents on Leaping
- Builds with
- n8n, APIs, LLMs, JavaScript/TypeScript
- Studying
- Human-Centered Informatics & Psychology
Selected work
A few systems to start with. Open any of them for the problem, the real implementation and what I built.
Project family · production work
Voice agents
Two production voice systems built on Leaping. Separate problems, same lesson: the conversation is the easy part. Shown as sanitized public case studies.
Have something messy that should be a system?
If you're building something interesting, have an operational process that needs fixing, or think we'd build well together, tell me about it.