At Accenture, I led the POC for a GenAI solution on 3DExperience in the railway sector, from design and development through client validation and production deployment. I also managed its deployment lifecycle across PreInt, PreProd, and Prod environments.
I designed and deployed a multimodal RAG architecture using Azure Document Intelligence, hybrid search, and LLMs including OpenAI, Mistral, and LlaMA. I set up the Azure infrastructure and exposed the solution through a Flask REST API.
On a separate test automation project at Accenture, I led development of a LangGraph multi-agent system to extract information from functional requirements and generate and validate test scripts. I also served as the client interface, gathering requirements and adapting deliverables to field feedback.
Before my GenAI work, I led technical work on an Accenture .NET application and customized 3DExperience for an aeronautics and defence client. At Takwin Digital Beirut, I developed web applications and designed a real-time data-processing architecture using Apache technologies.
