MEHDI KOURCHAL / SOFTWARE + APPLIED AI
I build useful systems for complicated operational work.
I work across frontend engineering, document processing, and automation, with attention to exceptions and human decisions.
What I build
Document workflows
Interfaces and processing paths that turn incoming files into reviewable information.
Operational software
Tools that make handoffs, states, and exceptions visible to the people responsible.
Applied AI systems
Bounded AI capabilities integrated with validation, review, and clear limits.
How I approach a build
1. Understand the workflow
Trace a real case, inputs, decisions, and failure points.
2. Build the smallest useful system
Connect the interface, data path, and approval points.
3. Verify and explain
Test real cases, document limitations, and make the result maintainable.
Discuss your project with Kaliits.
Kaliits handles commercial services, project scoping, quotes and delivery.