At Derevo, I architect and ship multilingual multi-agent chatbots that give C-level executives self-service access to financial and operational data through Microsoft Teams and the web. I led AI development of LUCA Bot for Cemex México, delivered with Derevo and Microsoft, and built C-Agent, Derevo’s flagship GenAI decision-support product.
I design RAG pipelines that query enterprise SQL databases and unstructured PDFs, generate SQL and Python from natural language, and render live visualizations. I work directly with Microsoft on architecture, security, and deployment, translating client requirements into production solutions.
At AARFS A.C., I built GPT-3.5 chatbots for technical support and retrieval of SQL and ERP documentation. I also developed sales forecasting models with RNN and LSTM architectures in TensorFlow and integrated AI capabilities into the ERP.
At Finesoft, I developed and maintained web billing tools. I’ve also built projects including Castube, a natural-language YouTube search tool with timestamped results and summaries, and HTMLGen, a conversational generator of functional web components.
