I'm a software engineer and entrepreneur with a passion for building technology that makes a difference. I hold an MS in Engineering and Public Policy from Carnegie Mellon University and dual BS degrees in Industrial Engineering and Computer Engineering from ITAM in Mexico City. I'm currently a fellow at the Machine Intelligence Research Institute (MIRI).
As the founder of Snappi, I'm building an EMR system that integrates AI into clinical workflows to automate repetitive tasks and enable data-driven insights in hospitals. Previously, I worked at Microsoft on the Azure Policy service, handling over 50 billion requests per day. My research interests span AI safety, audio-language models, and healthcare technology.
Building an EMR system that automates repetitive tasks, ensures interoperability, enables data-driven insights, and facilitates research in hospitals. Currently integrating AI into clinical workflows.
Worked on the Azure Policy service, enabling organizations to enforce standards and assess compliance over cloud resources at scale (over 50 billion requests per day). Collaborated with key partners to integrate policy authoring, evaluation, enforcement, compliance reporting and data analysis.
Developed a web application for food delivery, connecting couriers with food delivery companies.
Development of the LLT dataset to improve reasoning capabilities of large audio-language models through Chain-of-Thought traces. Fine-tuned Qwen2.5-Omni with the dataset for evaluation.
Read PaperStudying AI verification requirements and hardware-enabled mechanisms to assist in verifying international compliance with agreed-on AI governance rules.
Read PaperThis pilot study evaluates the feasibility of using consumer-grade wearables for real-world stress monitoring by applying machine learning models to a multi-modal dataset combining heart rate variability, sleep metrics, and self-reports to detect and predict daily stress levels.
Read PaperCreated an automated audio labeling pipeline for training multilingual English and Arabic TTS models. Fine-tuned NeuTTS Air and DeltaNet architectures.
Read PaperMapped European semiconductor supply chains to identify sourcing patterns and dependencies. Developed a replicable tool for tracking supply chains across geographies.
View ProposalBuilt a training set to classify 30,000 documents through logistic regression to understand how indigenous communities survived colonization.
Read MoreA voice agent using LiveKit that handles phone scheduling for healthcare appointments through AI-powered voice interactions.
View on GitHubA voice-powered email assistant that lets users speak naturally to search, read, and manage emails, with responses streamed back and spoken aloud.
View on GitHubAn agent that is able to edit CSV files through natural language instructions.
View on GitHubImplementations of machine learning algorithms and neural network architectures from graduate-level courses, from classical algorithms to modern generative models.
View on GitHubA simple app to create React components with AI through a chat interface.
View on GitHubA full-stack application for real-time video processing with face detection, person segmentation, and customizable video effects through an AI-powered interface.
View on GitHubA real-time chat application enabling instant communication through WebSocket-based messaging with user authentication and file uploads.
View on GitHubComprehensive analysis of hardware-enabled mechanisms and their specifications for verifying compliance with international AI governance rules.
Read PaperAnalysis of innovation patterns and dynamics within the semiconductor industry.
Read PaperFinal paper examining the role of interoperability requirements in antitrust policy and market competition.
Read PaperWriting sample submitted for the Astra Policy Fellowship application.
DownloadMember of the Graduate Student Facilitation Board and MS Graduate Student Association representative for Engineering and Public Policy.
Staff member, developer, and social media manager for this US-Mexico relations focus group. Helped organize the Mexico City summit and attended the Palo Alto summit.
Conducted research and collaborated on projects aimed at aiding migrants on the way to the United States.
Board member helping connect and support students from outside Mexico City.
I'm always open to discussing new opportunities, collaborations, or just having a conversation.
