

Martin Rojas
UI Architect / AI at PlayOn Sports
UI Architect en PlayOn Sports
Atlanta, Georgia, United States
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I'm a UI Architect with over a decade of experience crafting intuitive user interfaces for enterprise, retail, and consumer applications. I specialize in building dynamic and adaptable experiences with React (SPAs), Next.js (SSR), Nuxt.js, and React Native. My passion lies in leveraging modern front-end technologies to deliver exceptional user experiences.
Soy Arquitecto UI con más de una década de experiencia en la creación de interfaces de usuario intuitivas para aplicaciones empresariales, minoristas y de consumo. Me especializo en la construcción de experiencias dinámicas y adaptables con React (SPAs), Next.js (SSR), Nuxt.js y React Native. Mi pasión radica en aprovechar las tecnologías front-end modernas para ofrecer experiencias de usuario excepcionales.
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Decoding the GenAI Revolution: Technical Shifts and Their Impact on Your Applications en
The landscape of Large Language Models (LLMs) and Generative AI (GenAI) is rapidly transforming. For developers, understanding the core technical changes driving this evolution is essential for building cutting-edge products and applications. This talk will provide an intermediate-level exploration of recent advancements in LLM and GenAI models, moving beyond the surface-level buzz to examine the key architectural innovations, scaling achievements, and training methodologies that are shaping the field.
We will then translate these technical shifts into practical implications for your work. Discover how these advancements are enabling new application possibilities, improving existing features, and influencing development workflows. Learn about the impact of longer context windows, more capable models, improved instruction following, and the emergence of multimodality. This session will equip you with actionable insights and a clearer understanding of how to leverage the power of modern GenAI in your projects.
Target Audience: This talk is designed for developers with an intermediate level of technical skill and some basic familiarity with AI/ML concepts. They are likely interested in understanding how these technologies work under the hood and, more importantly, how they can be applied in their daily work.
Key Takeaways: Attendees will gain a better understanding of the recent technical changes in LLMs and GenAI, learn about the practical implications of these changes for application development, and be inspired with new ideas for leveraging these technologies in their projects.
Beyond the Demo: Production AI Architecture That Actually Works en
Your AI prototype works. Your production AI system doesn't. Here's why.
Most developers can call OpenAI's API, but building AI systems that survive real enterprise environments requires a completely different architecture. This talk reveals the production patterns that separate working AI products from expensive demos.
Through live demonstrations using PortKey AI Gateway, you'll see how production AI systems actually work: multi-LLM orchestration, real-time failover, A/B testing at scale, and the governance layers that keep everything from falling apart.
You'll discover:
Why single-LLM integrations fail in production (and the multi-provider patterns that don't)
How Netflix-style A/B testing applies to AI model selection
The hidden governance requirements that kill AI projects in the enterprise
Real guardrails vs. the "prompt engineering" solutions that don't scale
Perfect for: Developers planning AI integrations, architects designing AI-powered products, and anyone tired of AI talks that ignore production reality.
Walk away with: Battle-tested architecture patterns, implementation blueprints, and the confidence to build AI systems that actually ship.
Unleashing the Power of the GenAI: A Developer's Guide to Building Your Own AI en es
In the fast-paced world of 2023, AI and ChatGPT have become the hottest tech buzzwords. While AI technology has been around for a while, it has been largely inaccessible to most developers until the release of the chatGPT API. Join us for this enlightening presentation as we dive deep into the world of AI development, specifically focusing on how you can harness the incredible capabilities of the chatGPT API to build your very own AI application.
During this session, I will guide you through the process of creating an AI-powered application, providing you with practical insights and expert tips to ensure your success. We will explore the various use cases where chatGPT can be leveraged, such as natural language processing, content generation, virtual assistants, and more. You'll learn how to integrate the chatGPT API seamlessly into your projects, empowering you to enhance user experiences and revolutionize how people interact with technology.
This presentation will serve as a speed run of the essential concepts and techniques required to build a highly efficient and effective AI application. We will cover everything from understanding the fundamentals of machine learning and neural networks to exploring advanced model fine-tuning and optimization. We'll also explore the ethical considerations surrounding AI development, ensuring that your AI application aligns with responsible and unbiased practices.
Throughout the session, we'll provide practical demonstrations and real-world examples, giving you a hands-on understanding of the power and potential of chatGPT. By the end of this presentation, you'll be equipped with the knowledge and tools needed to embark on your AI journey confidently and create AI applications that push the boundaries of what is possible.
Don't miss out on this invaluable opportunity to unlock the true potential of AI and revolutionize your development skills. Join us and discover how the chatGPT API can open new doors for innovation, creativity, and transformative technology.
This talk is meant to provide a list of topics and references to further research into AI and then diving into a practical example of how to leverage the chatGPT API in various use cases, and if time shows a glimpse of further potential using other tools such as LangChain to leverage embeddings.
Liberando el Poder de la API de chatGPT: Una Guía para Desarrolladores para Crear su Propia IA en es
En el acelerado mundo de 2023, la IA y ChatGPT se han convertido en las palabras de moda tecnológicas más populares. Aunque la tecnología de IA ha existido durante un tiempo, ha sido en gran medida inaccesible para la mayoría de los desarrolladores hasta el lanzamiento de la API de chatGPT. Únete a nosotros para esta ilustrativa presentación mientras nos adentramos profundamente en el mundo del desarrollo de IA, enfocándonos específicamente en cómo puedes aprovechar las increíbles capacidades de la API de chatGPT para construir tu propia aplicación de IA.
Durante esta sesión, te guiaremos a través del proceso de creación de una aplicación impulsada por IA, proporcionándote ideas prácticas y consejos expertos para asegurar tu éxito. Exploraremos los diversos casos de uso donde se puede aprovechar chatGPT, como el procesamiento de lenguaje natural, la generación de contenido, los asistentes virtuales y más. Aprenderás cómo integrar la API de chatGPT de manera fluida en tus proyectos, potenciando la mejora de las experiencias de los usuarios y revolucionando cómo las personas interactúan con la tecnología.
Esta presentación servirá como una carrera rápida a través de los conceptos y técnicas esenciales requeridos para construir una aplicación de IA altamente eficiente y efectiva. Cubriremos todo, desde entender los fundamentos del aprendizaje automático y las redes neuronales hasta explorar la afinación y optimización avanzada del modelo. También exploraremos las consideraciones éticas en torno al desarrollo de la IA, asegurándonos de que tu aplicación de IA se alinee con prácticas responsables e imparciales.
A lo largo de la sesión, proporcionaremos demostraciones prácticas y ejemplos del mundo real, dándote un entendimiento práctico del poder y el potencial de chatGPT. Al final de esta presentación, estarás equipado con el conocimiento y las herramientas necesarias para embarcarte con confianza en tu viaje de IA y crear aplicaciones de IA que superen los límites de lo que es posible.
No te pierdas esta invaluable oportunidad de desbloquear el verdadero potencial de la IA y revolucionar tus habilidades de desarrollo. Únete a nosotros y descubre cómo la API de chatGPT puede abrir nuevas puertas para la innovación, la creatividad y la tecnología transformadora.
Esta charla tiene como objetivo proporcionar una lista de temas y referencias para profundizar en la investigación sobre IA y luego sumergirse en un ejemplo práctico de cómo aprovechar la API de chatGPT en varios casos de uso, y si el tiempo lo permite, mostrar un vistazo del potencial adicional utilizando otras herramientas como LangChain para aprovechar los embeddings.
Demystifying Micro Frontends: A Practical Guide to Modern Web Architecture en es
Are you curious about transforming your web development approach? Join us for an engaging exploration of micro frontends, an innovative architectural pattern that promises greater scalability, faster development cycles, and more satisfied teams.
During this talk, we'll discuss:
Why Micro Frontends? Discover how they simplify managing complex web applications by breaking down monolithic structures.
Real-world Pros and Cons: Get a balanced view of the benefits and challenges of adopting micro frontends.
Architectural Insights: Learn about different composition techniques, from server-side to client-side.
Best Practices: Gain practical tips for a smooth transition to micro frontends.
Is it Right for You? Evaluate whether micro frontends are the perfect fit for your projects.
Whether you're an experienced developer or just starting to explore new concepts, this meetup will offer valuable insights and inspiration. Join us for an informative and interactive session on micro frontends!
Desmitificando los Micro Frontends: Una Guía Práctica para la Arquitectura Web Moderna en es
¿Estás interesado en transformar tu enfoque de desarrollo web? Únete a nosotros para una exploración fascinante de los micro frontends, un patrón arquitectónico innovador que promete mayor escalabilidad, ciclos de desarrollo más rápidos y equipos más satisfechos.
Durante esta charla, discutiremos:
¿Por qué Micro Frontends? Descubre cómo simplifican la gestión de aplicaciones web complejas desglosando estructuras monolíticas.
Pros y Contras del Mundo Real: Obtén una visión equilibrada de los beneficios y desafíos de adoptar micro frontends.
Perspectivas Arquitectónicas: Aprende sobre diferentes técnicas de composición, desde el lado del servidor hasta el lado del cliente.
Mejores Prácticas: Obtén consejos prácticos para una transición fluida a los micro frontends.
¿Es Adecuado para Ti? Evalúa si los micro frontends son la solución perfecta para tus proyectos.
Ya seas un desarrollador experimentado o recién estés comenzando a explorar nuevos conceptos, este meetup ofrecerá valiosos conocimientos e inspiración. ¡Únete a nosotros para una sesión informativa e interactiva sobre micro frontends!
Stop Fighting Your AI: Engineering Prompts That Actually Work en
Your prompts suck. Your AI outputs prove it.
Most developers treat prompt engineering like magic - throw words at the AI and hope for the best. But getting consistent, production-quality results from AI requires actual engineering principles, not creative writing.
This session reveals the systematic approach to prompt engineering that produces reliable results: using AI itself to debug your prompts, building constraint systems that prevent garbage outputs, and creating prompt architectures that scale across your entire development workflow.
You'll master:
- Why "be creative" prompts fail (and the structural patterns that don't)
- How to reverse-engineer successful prompts using AI feedback loops
- Constraint engineering that eliminates 90% of useless AI outputs
- The prompt versioning and testing strategies that actually work in production
Perfect for: Developers integrating AI into workflows, technical writers automating documentation, and anyone tired of playing prompt lottery with inconsistent results.
Live demonstrations: Real prompt debugging sessions, before/after output comparisons, and the systematic refinement process that turns vague requests into precise instructions.
Walk away with: A repeatable prompt engineering framework, debugging techniques that actually work, and the systematic approach to get AI outputs you can actually use.
Atlanta Cloud Conference 2024 Sessionize Event

Martin Rojas
UI Architect / AI at PlayOn Sports
Atlanta, Georgia, United States
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