Practical work. Clear results.

Automated checks, programme tracking and international rollouts. See what changed and the part Marwane played.

Client projects

InsideBoard AI

Client delivery · Deployed

Showed it could remove more than ten hours of manual file checks a week.

Marwane’s contribution

Gathered business and technical requirements, mapped the existing ecosystem, chose the architecture and built the proof of concept with Claude through coding agents, before InsideBoard’s engineering team took the platform over to scale it.

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A completed run in the client portal. The end client's identity has been removed.

InsideBoard AI

Client delivery · Deployed

Managers and trainers submit one form. Feedback, scores and tracking reach the right profile without anyone copying them across.

Marwane’s contribution

Led client discovery, translated business rules into a platform design, and chose and implemented the mix of native configuration and automation.

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Christian Dior Couture

Client delivery · Completed delivery

One clienteling platform, live across four markets.

Marwane’s contribution

Led functional design, coordinated business and technical teams, and prepared testing, training and market launches.

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Independent builds and internal systems

Website enquiry agent

Independent build · Deployed

Turn website enquiries into clear briefs

Marwane’s contribution

Designed the conversation, review step and brief delivery, then built the assistant into this bilingual website.

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Claude context system

Internal system · Internal use

Keep project knowledge available to your AI

Marwane’s contribution

Designed a context hub linking project sources, reusable instructions and reviewed lessons so work can continue across AI sessions.

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