At E-Bis Codes, I design and deliver mobile, web, and SaaS applications for clients, from requirements through launch. I build Android and iOS apps with Flutter and Firebase, and SaaS platforms with NestJS, Next.js, Prisma, PostgreSQL, and Redis.
For WaBoost, I worked on a multi-tenant WhatsApp AI automation SaaS with Darija-optimized chat, order detection, voice-message transcription, and an admin panel.
I also fine-tuned Qwen2.5-1.5B-Instruct on Darija conversations for Darija Assistant. The model is hosted in a private Hugging Face repository, and I published the training dataset on Kaggle.
At VOPA SARL, I designed and developed full-stack web and mobile applications and contributed to SaaS solutions. My work also included integrating AI models locally and via API, documenting APIs and databases, and fixing and optimizing existing applications.

