TECHNICAL PRACTICE
Engineering that respects the real workflow.
My work spans frontend systems, OCR pipelines, API integration and applied AI. The objective is a usable process with visible evidence, clear ownership and graceful failure.
Core areas
AI automation for operations
Bounded AI steps with human decisions, validation and visible failure paths.
OCR and document intelligence
Extract and compare document data with source evidence and review for uncertain fields.
Logistics automation systems
Connect exceptions, owners and evidence across operational handoffs.
Web development in Morocco
Build fast, editable sites with clear navigation and measurable contact paths.
Next.js and Payload CMS development
Implement maintainable frontend and editorial systems with controlled publishing.
Création de site web au Maroc
Page en français sur les sites modifiables, la structure du contenu et le parcours de contact.
Scope and evidence
Project pages distinguish prototypes, independent exercises and verified deployments. I do not turn a demonstration into a customer outcome.
Discuss your project with Kaliits.
Kaliits handles commercial services, project scoping, quotes and delivery.