Jair Orlando González Carmona

MSc computer engineer | Data Scientist | Development engineer | Process Engineer | IA | Python | Machine Learning |

São José, Santa Catarina, Brazil

About

M.Eng. in Computer Engineering, awarded the international OEA scholarship in 2021. Possessing strong skills in the collection, processing, and management of automated information through predictive models in dynamic environments. With substantial experience in data analysis, focusing on generative models for chatbot creation (RAG, MCPs) and specializing in full-stack web development (Frontend and Backend).

Experience

  • AI Developer at CRP Tecnologia
    Jan 2026 - Present · 6 mos

  • Pesquisador pleno at Dígitro Tecnologia
    Jan 2025 - Present · 1 yr 6 mos

    - Generative AI & LLMs: Development of autonomous agents, advanced RAG ecosystems, semantic search optimization, and precision prompt engineering. - AI Integration & Tooling: Implementation of Model Context Protocols (MCPs) for secure, seamless interactions between foundational models and enterprise data environments. - Backend Engineering: Robust API development (REST/FastAPI) and scalable microservice architectures tailored for AI workloads. - DevOps & Deployment: Docker containerization to ensure scalable, reliable, and portable deployment of AI microservices.

  • iTec/FURG Embrapii - Robotic Systems and Automation (Full-time · 3 yrs 10 mos)
    • Pesquisador pleno
      Sep 2024 - Present · 1 yr 10 mos

    • Data scientist Jr
      Jul 2023 - Present · 3 yrs

    • Ingeniero de software júnior
      Sep 2022 - Present · 3 yrs 10 mos

  • Asistente de investigación at universidad
    Aug 2019 - Jan 2020 · 6 mos

    Investigador asistente en proyecto de desarrollo de pruebas catalíticas en materiales para la industria del petróleo y síntesis química. Laboratorio de catálisis heterogénea (LCH).

  • Food and Beverage Server at Symrise AG
    Jan 2019 - Aug 2019 · 8 mos