Hi, I’m Ruben

I'm Ruben Martinez Elhore, a Full-Stack ML Engineer and entrepreneur specializing in AI/LLM integration, predictive modeling, and scalable web applications.

As Co-Founder and CEO of Simonkey, I lead the development of an AI-powered EdTech platform serving the Mexican market, building features with React, Next.js, Firebase, and Google Generative AI. Previously, I led pricing strategy and predictive model development for banking products at Gentera, Mexico's largest microfinance institution, optimizing interest rate models and implementing data-driven financial analysis.

I hold a Master's in Data Science and a Bachelor's in Industrial Engineering from Universidad Panamericana, with additional specialization in project management. My research on algorithmic trading using machine learning was presented at the MICAI 2024 International Congress.

I build end-to-end solutions: from RAG systems and vector databases (Pinecone) for semantic search, to production web apps with modern frameworks (React, Next.js, FastAPI). My work combines technical depth in ML/AI with the practical experience of shipping products that solve real business problems.

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