Perfil
Ingeniero en Computación y Desarrollador de IA con más de 5 años de experiencia en desarrollo de software. Amplia experiencia en desarrollo web, aprendizaje automático, visión por computadora e inteligencia artificial. Habilidad en sistemas de gestión de bases de datos, incluyendo diseño, normalización, migración y optimización. Actualmente trabajo como Desarrollador de IA en ESPOL, especializándome en Aprendizaje Profundo y arquitecturas basadas en Mamba. Completé un Máster en Inteligencia Artificial en la UNIR, enfocado en técnicas avanzadas de IA y soluciones basadas en datos. Experto en tecnologías modernas como Python, TensorFlow, PyTorch, React y Docker, creando soluciones escalables a través de la innovación.
Educación

Master in Artificial Intelligence

From Mar. 2024 to Feb. 2025 at UNIR-Universidad Internacional de La Rioja, Spain

Grade/Verification: https://verifirma.unir.net/CSV/91387afcd6f74233821edf4bc897ee3b-A12A57E0. Artificial Intelligence, Natural Language Processing, and 3 more skills.

Computer Science Engineering

From 2016 to Feb. 2022 at Escuela Superior Politécnica del Litoral (ESPOL), Guayaquil, Ecuador

Activities and societies: Microsoft Student Cell, Student Representative, Polytechnic Student Federation. 3D Processing and Convolutional Neural Networks (CNN).

Experiencia

AI Developer

From May 2025 to Present at ESPOL, Guayaquil, Ecuador

Artificial Intelligence, Transformers, and 3 more skills. Improve with AI.

Freelance Full Stack Developer

From May 2021 to Present at FullStucks, Remote

Project development based on client needs. Tailwind CSS, Bootstrap, and 8 more skills.

Research Technician

From Feb. 2024 to Feb. 2025 at Cidis - Espol, Guayaquil, Ecuador

AI research applied to person reception and food quality analysis. Convolutional Neural Networks (CNN), Research, and 4 more skills.

Software Engineer

From Apr. 2023 to Sept. 2023 at TIA S.A., Guayaquil, Ecuador

Tailwind CSS, Celery, and 7 more skills.

Back-end Developer

From Feb. 2022 to Jan. 2023 at Nodel, Guayaquil, Ecuador

Python, Databricks, and 2 more skills.

Undergraduate Student Researcher

From Oct. 2021 to Feb. 2022 at Cidis - Espol, Guayaquil, Ecuador

Diameter estimation using 3D images.

Software Developer

From Aug. 2020 to Jan. 2021 at Ecuaquimica, Guayaquil, Ecuador

Java, Docker, and 3 more skills.

Board Member

From Jan. 2019 to Feb. 2020 at Célula Estudiantil Microsoft ESPOL, Guayaquil, Ecuador

Undergraduate Student Researcher

From Nov. 2018 to Sept. 2019 at Cidis - Espol, Guayaquil, Ecuador

Participation in the Ibero-American Thematic Network on ICT Applications for Smart Cities project. Vehicle license plate detection and digitization.

Teaching Assistant Professor

From Apr. 2018 to Feb. 2019 at ESPOL, Guayaquil, Ecuador

Fundamentals of programming. Convolutional Neural Networks (CNN)

Career Coordination Assistant

From Apr. 2018 to Sept. 2018 at Escuela Superior Politécnica del Litoral, Guayaquil, Ecuador

Management assistant in the Computer Engineering career coordination. Improve with AI.

Credit Department

March 2015 at Grupo DIFARE, Guayaquil, Ecuador

Publicaciones

Stereo Vision Techniques: A Comparative Study of Traditional and Machine Learning-Based Approaches

Sharma, H., Bhatt, A., Modi, C., Engelbrecht, A. (eds) Computer Vision and Robotics. CVR 2025/Springer, Cham · Jan 23, 2026

Stereo vision, which derives 3D information from pairs of 2D images, remains pivotal for generating precise 3D representations...

S-amba: A Multi-View Foul Recognition in Soccer Through a Mamba-Based Approach

Proceedings of the 13th International Conference on Sport Sciences Research and Technology Support - icSPORTS/SciTePress · Oct 1, 2025

In this work, we propose a novel Mamba-based multi-task framework for multi-view foul recognition...

SoccerNet 2025 Challenges Results

Aug 26, 2025

The SoccerNet 2025 Challenges mark the fifth annual edition of the SoccerNet open benchmarking effort...

Detecting and Characterizing Group Interactions Using 3D Spatial Data to Enhance Human-Robot Engagement

RCVE · Aug 1, 2025

As robotic systems become increasingly integrated into human environments, it is critical to develop advanced methods...

Intelligent Virtual Assistants: A Look at Their Privacy Issues

IEEE · Dec 28, 2022

The common adoption of Intelligent Virtual Assistants (IVAs) raises the question about the privacy protection they offer to sensitive data...

Off-The-Shelf Based System for Urban Environment Video Analytics

IEEE · Jul 21, 2020

This paper presents the design and implementation details of a system build-up by using off-the-shelf algorithms for urban video analytics...

Certificaciones
Habilidades
  • Spanish (Native)
  • English (B2)
  • HTML
  • CSS
  • SASS
  • JavaScript
  • Python
  • Postgres SQL
  • MySQL
  • MongoDB
  • SnowFlake
  • Spark
  • Node.js
  • React
  • NextJs
  • NestJs
  • Astro
  • Bootstrap
  • Taildwind
  • Jira
  • Trello
  • Git
  • Scrum
  • LeanStartup
  • WEB Design
  • Image Manipulation
  • Office Suite
  • Docker
  • Kubernetes
  • AWS
  • GCP
  • Azure
  • Linux
  • Windows
  • TensorFlow
  • PyTorch
  • Keras
  • Scikit-learn
  • Pandas
  • NumPy
  • Matplotlib
  • Seaborn
  • Jupyter
  • Colab
  • Kaggle
  • Hugging Face
  • LangChain
  • Ollama
  • RAG
  • MCP