Brayan Muñoz V.
MSc Data Science 📈👨🏽💻| @java dev ☕️ ❤️ | Professor 👨🏫 | Oracle Ace Associate
Santiago de los Caballeros, Dominican Republic
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Brayan Muñoz V., an Oracle Ace Associate, is a Java SDE, Data Scientist, and Professor with an MSc in Data Science (UCJC) and a Telematics Engineer degree (PUCMM). He brings six years of software development experience, which includes three years in AI and data science projects, in monolithic and microservices architectures. He currently serves as a Professor and thesis advisor at PUCMM's School of Computing and Telecommunications. Brayan is a Board Member of the Dominican Republic Java User Group (@JavaDominicano) and a winner of the JCP Program Awards Java in Education category with the group, frequently speaking on Java and AI/ML topics. He is also an open-source enthusiast.
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OK, But What About Predictive AI?
While the tech world is buzzing about generative AI and large language models (LLMs), it's easy to forget that predictive AI has been, and continues to be, the real engine behind most AI-powered applications. From fraud detection to demand forecasting, predictive models are embedded in nearly every industry.
This talk takes a fresh look at the state of predictive AI in the Java ecosystem. We'll explore how traditional machine learning is still very much alive, practical, and evolving, especially with recent improvements in model efficiency, portability, and tooling.
You'll see real-world examples of predictive AI in action and discover some of the Java libraries, frameworks, and platforms that make it all work, from model training to serving. Whether you're new to AI or looking to balance your GenAI hype with some grounded, production-ready solutions, this session will reconnect you with the part of AI that’s still doing the heavy lifting.
JConfDominicana 2025
Optimizing LLM Responses with Retrieval-Augmented Generation (RAG) in Java
Large Language Models (LLMs) are powerful, but they struggle with real-time knowledge and hallucinate answers. In this hands-on workshop, learn how to supercharge your LLM-powered chatbot with Retrieval-Augmented Generation (RAG) using Java, and SpringAI.
Brayan Muñoz V.
MSc Data Science 📈👨🏽💻| @java dev ☕️ ❤️ | Professor 👨🏫 | Oracle Ace Associate
Santiago de los Caballeros, Dominican Republic
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