At Peintures Decoratives COLORADO, I designed and deployed a multilingual HR conversational assistant using RAG, LangChain, and LangGraph, reducing internal policy search time by 40% across French, Standard Arabic, and Moroccan Darija.
As founder and Data/AI Engineer at Summelio, I built an AI-driven educational platform that processes videos, PDFs, and audio for LLM use. I've delivered dynamic flashcards, automated quizzes, and AI podcasts, helping scale the platform to 2,000+ active users and 100,000+ impressions.
I also build end-to-end ML systems, from Prefect-orchestrated XGBoost pipelines with MLflow and FastAPI to predictive analytics platforms for housing, Formula 1, and stock-direction forecasting. I use Python and SQL to build data pipelines, evaluate models rigorously, monitor quality and drift, and turn insights into product improvements.
