CV

Open Innovation Engineer

Data Science Machine Learning Technical Documentation AI INtegration PoC Development Astro JS C/C++ SQL Python PyTorch Tensorflow Scikit-Learn Linux Public Speaking Partner Relationships Management Decision-Making Adaptability Bilingual (English & Spanish) Data Science Machine Learning Technical Documentation AI INtegration PoC Development Astro JS C/C++ SQL Python PyTorch Tensorflow Scikit-Learn Linux Public Speaking Partner Relationships Management Decision-Making Adaptability Bilingual (English & Spanish)

Experience

Open Innovation Engineer
App Development & Ecosystem — Samsung Research Tijuana
Feb 2024 – Present

• Developed 10+ AI-focused proof-of-concepts featuring emerging technologies including AI Agents, Speech-To-Text systems, Virtual Assistants, and Large Language Models.

• Presented 4 PoCs in South Korea to C-level executives.

• Negotiated 2 SDK offerings to be compiled for the Samsung TV architecture.

Research Assistant
Undergraduate Thesis — Instituto Tecnológico de Tijuana
Sep 2023 – Feb 2024

• Designed and executed an original research study: “Influencia de Herramientas Digitales en el Aprendizaje de Química para Ingeniería Mecánica en el Instituto Tecnológico de Tijuana”.

• Implemented a Python Data Analysis pipeline to analyze open-ended answers via Latent Dirichlet Allocation, and crafter common topics with gpt4free.

• Discovered that ChatGPT-Assisted Teaching produced a passing average of 13% compared to the 17% of Traditional Teaching methods.

Research Assistant
ENLACE 2023 Summer Research Program — University of California, San Diego
Jun 2023 – Aug 2023

• Designed and executed original research study: “Using Machine Learning for Particle Tracking at the Large Hadron Collider”.

• Trained a Deep Neural Network with PyTorch to reconstruct particle tracks for the CMS Experiment at the LHC.

• Discovered that it performed as well as a Graph Neural Network for the same classification task, with an ROC curve rate of ~ 97% for both networks.

Academic Tutor
Programa de Asesorías Académicas — UABC
Feb 2023 – Aug 2023

• Supported learning efforts of 50+ students in 3 different courses such as Differential Calculus, Programming Fundamentals, and Numerical Analysis.

• Achieved a students’ weekly attendance rate of 86% per month throughout the entire position.

• Composed engaging sessions which allowed passing grades for 10+ students retaking Differential Calculus.

Education

B.S.E. in Computer Systems
Instituto Tecnológico de Tijuana
Aug 2019 – Dec 2023
GPA: 3.81 / 4.0

Certifications

• IBM Data Science — Coursera (Issued Jan 2026)

• McKinsey.org Forward Program — McKinsey & Company (Issued Dec 2025)