Aileen Villanueva Lecuona
Senior Engineer
Monterrey, Mexico
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My background includes 10 years experience in Web development and currently venturing into Machine Learning, I am deeply passionate about empowering and inspiring others, which is why I proudly serve as a Women Techmaker Ambassador, dedicated to sharing my knowledge and experiences with the community and fostering diversity in the tech industry.
Area of Expertise
Topics
NodeJS & AI: Building smarter applications
Add AI capabilities by combining NodeJS with open source or closed models to build real-world examples of use cases like agents and smart search. This session aims to provide attendees with the knowledge to build smart applications along with understanding the core concepts the comes behind this.
This talk is for node developers, AI enthusiasts, and tech innovators seeking to harness the power of AI within Node applications to create intelligent and interactive app experiences.
Empowering Vue Apps with AI: A Practical Guide to Open Source and Private Model Integration
In the evolving landscape of web development, artificial intelligence (AI) has emerged as a transformative technology to make web development fun and innovative again. This session aims to provide attendees with the knowledge to build their Vue applications with AI capabilities. We will explore the integration of cutting-edge Machine Learning Models, utilizing both open-source libraries like TensorFlow.js and Hugging Face (transformers.js), and close models provided by APIs such as OpenAI and PaLM. Attendees will gain insights into the foundational principles of AI within web environments and learn to implement these technologies through engaging and complex solutions.
This talk is for web developers, AI enthusiasts, and tech innovators seeking to harness the power of AI within Vue applications to create intelligent and interactive web experiences.
Machine learning con Tensorflow.js
Machine Learning nos ayuda a brindar nuevas formas de resolver problemas que no son posibles de solucionar con los enfoques computacionales tradicionales. Sin embargo, la mayoría de las bibliotecas disponibles son con Python o C++. Según Stackoverflow: 2022 marca el décimo año consecutivo de JavaScript como el lenguaje de programación más utilizado. Tensorflow.js nos ayuda proporcionando high-performance ML a esta gran comunidad para continuar el viaje de resolución de problemas con Javascript.
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