Expertise
Mohamed-Ali Masmoudi
B.Eng. Automation and Robotics
AI integration and engineering
I integrate AI models into existing products and business processes: LLM connections, intelligent automation, RAG systems, and AI agents. In practice, quality is rarely decided by the model alone, but by the data preparation, retrieval, and evaluation around it - so performance can be measured instead of only promised.
AI solution architecture and system integration
AI rarely works in isolation. I design the architecture between models, APIs, databases, and existing business systems such as ERP and CRM, then build the interfaces and workflows between them. Where data needs to stay within the company's own environment, I plan with self-hosted models and local embeddings.
Full-stack and product development
I develop complete web applications from backend and data model to interface. From eight years in enterprise projects, I know where software tends to fail in production: error states, performance, and deployment, not the feature itself. That is why AI functionality should not sit beside the product as a prototype, but become part of it.
