Software Engineer with +3 years of experience specialized in the convergence of Full Stack Development and Applied Artificial Intelligence. I focus on building scalable systems that integrate Deep Learning models and LLMs into robust production architectures.
Experience
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Assetplan | AI Engineer
AI Engineer in the PropTech sector, focused on architecting and deploying LLM-powered conversational agents using LangChain and LangGraph. My work drives automated lead qualification, scheduling, and customer operations via WhatsApp and HubSpot integrations. I also design and manage the underlying event-driven serverless infrastructure on AWS (Lambda, API Gateway, SQS) using Terraform, ensuring robust monitoring and evaluation with LangSmith.
Python Docker PyTorch AWS Cloud OpenAI LangChain LangSmith LangGraph WhatsApp HubSpot -
Independent | Research Assistant
Collaborating on research regarding CI/CD workflow visualization using GlamorousToolkit (Smalltalk/Pharo). Developing automated failure analysis tools for GitHub Actions by incorporating LLM models for semantic and contextual log analysis. Implementing high-performance visualizations for large datasets (+300k) to analyze complex pipeline structures.
Python Docker -
Sociedad de Ortodoncia de Chile | Full-Stack & AI Developer
https://diagnosmart.espaciodentario.cl/Developed and deployed a dental analysis system based on Artificial Intelligence to automatically detect clinical risks from panoramic radiographs. The system identifies orthodontic treatment needs or urgent interventions, helping to prevent invasive procedures such as surgeries. Achieved 80% accuracy using Deep Learning models (U-Net, YOLOv5, Siamese networks) for segmentation, detection, and comparison of dental structures.
Python TensorFlow PyTorch U-Net YOLOv5 Siamese Network Docker -
FONDECYT - eTransparencia | Full-Stack Developer
https://etransparencia.cl/I developed an end-to-end platform to evaluate the transparency of Chilean public institutions, building both the complete frontend with Vue.js and backend integrations with SpringBoot and NestJS. I implemented differentiated functionalities for multiple roles (evaluated institutions, auditors, and administrators) with access to specialized dashboards. I designed and optimized the full-stack architecture, refactoring existing code to achieve a more scalable, maintainable, and efficient solution for processing large volumes of institutional transparency data.
Vue.js Tailwind CSS Vite SpringBoot NestJS Docker -
IDEAUFRO - Instituto del Medio Ambiente UFRO | Full-Stack Developer
Development of a real-time energy monitoring system based on the monitoring of environmental variables such as temperature, relative humidity, light intensity, and the presence of people. Technologies used include Next.js, Express.js, Arduino, and bidirectional communication protocols like WebSockets.
Next.js React Tailwind CSS Node.js Express MySQL Arduino Docker -
Universidad de la Frontera - Vinculación con el Medio | Full-Stack Developer
I developed an architecture and implemented an RESTful API, as well as two web apps and two mobile apps, as a scalable and maintainable solution for managing events and initiatives at UFRO. I worked with tecnologies like Astro, Flutter and Node.js.
Astro React Tailwind CSS Flutter Dart Node.js Express MySQL
Projects
SpaceXplorer
An app leveraging the SpaceX API to provide launch, rocket, and launchpad details. Built from scratch with Astro and TypeScript, it features hydrated React components and is styled with Tailwind CSS.
