Ayoub Belkhadir

Client: Zylio (zylio.fr)

○ Architected and launched an AI-driven matching feature (FastAPI, Celery, AWS) to replace a manual discovery process, cutting

operational time by 90% and unlocking 5-12% in additional cost savings by automatically detecting overbilling and optimizing contract terms.

○ Developed a novel bulk AI price analysis capability that automated large-volume document processing, increasing data processing

throughput by 100% and unlocking new analytical insights.

○ Engineered the migration of core processes to a modern Agentic framework (AWS Strands), boosting system efficiency and

enhancing scalability for future development.

○ Implemented Dev Containers to create a consistent and reproducible development environment, reducing environment setup

time for new engineers by over 90% (from 20 minutes to under 2 minutes).

Client: Wawashi (wawashi.fr)

○ Confronted a 5-day manual, error-prone invoicing process with the goal of full automation; engineered a new billing system

from the ground up, which eliminated manual work, improved billing accuracy to 100%, and freed up significant team resources

monthly.

○ Designed and deployed an automated invoice and receipt processing tool using AWS Textract, reducing manual document review

time by 35% and improving data validation accuracy by 15%.