Open to opportunities

CHARBEL MOUSSA

@charbelmoussa

Message

I build LLM agents and RAG systems for enterprise automation.

Lebanon

Message

What I'm looking for

I'm looking to build production LLM agents and AI systems where I can own architecture, deliver measurable automation outcomes, and work closely with stakeholders on product and business priorities.

At VALOORES, I build AI agents for a regional banking client, automating loan calculations, regulatory circular generation, and regulatory-compliance analysis. My RAG pipelines using Llama, Gemini, pgvector, and FAISS reduced regulatory-document turnaround from months of manual review to minutes.

I own architecture decisions for Python and FastAPI agent services, review code quality, and containerize services with Docker for enterprise integration. Testing reached approximately 85% accuracy ahead of rollout to an estimated 20–50+ daily users, and I present agent capabilities directly to stakeholders while aligning the AI roadmap with business priorities.

I also built and integrated a CNN/DenseNet leukemia-classification model into a clinical patient-management platform, achieving 90–98% accuracy on a Kaggle blood-smear dataset.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Valoores

Oct 2025 - Present (10 months)

Build AI agents for a regional banking client automating loan calculations, regulatory circular generation, and regulatory-compliance analysis. Implemented RAG pipelines with pgvector and FAISS over Llama and Gemini, cutting regulatory-document turnaround from months to minutes.