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.