Master in Artificial Intelligence
From Mar. 2024 to Feb. 2025 at UNIR-Universidad Internacional de La Rioja, SpainGrade/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, EcuadorActivities and societies: Microsoft Student Cell, Student Representative, Polytechnic Student Federation. 3D Processing and Convolutional Neural Networks (CNN).
AI Developer
From May 2025 to Present at ESPOL, Guayaquil, EcuadorArtificial Intelligence, Transformers, and 3 more skills. Improve with AI.
Freelance Full Stack Developer
From May 2021 to Present at FullStucks, RemoteProject development based on client needs. Tailwind CSS, Bootstrap, and 8 more skills.
Research Technician
From Feb. 2024 to Feb. 2025 at Cidis - Espol, Guayaquil, EcuadorAI 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, EcuadorTailwind CSS, Celery, and 7 more skills.
Back-end Developer
From Feb. 2022 to Jan. 2023 at Nodel, Guayaquil, EcuadorPython, Databricks, and 2 more skills.
Undergraduate Student Researcher
From Oct. 2021 to Feb. 2022 at Cidis - Espol, Guayaquil, EcuadorDiameter estimation using 3D images.
Software Developer
From Aug. 2020 to Jan. 2021 at Ecuaquimica, Guayaquil, EcuadorJava, 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, EcuadorParticipation 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, EcuadorFundamentals of programming. Convolutional Neural Networks (CNN)
Career Coordination Assistant
From Apr. 2018 to Sept. 2018 at Escuela Superior Politécnica del Litoral, Guayaquil, EcuadorManagement assistant in the Computer Engineering career coordination. Improve with AI.
Credit Department
March 2015 at Grupo DIFARE, Guayaquil, Ecuador
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, 2026Stereo 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, 2025In this work, we propose a novel Mamba-based multi-task framework for multi-view foul recognition...
SoccerNet 2025 Challenges Results
Aug 26, 2025The 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, 2025As 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, 2022The 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, 2020This paper presents the design and implementation details of a system build-up by using off-the-shelf algorithms for urban video analytics...
- AWS Machine Learning Foundations - UNIR-Universidad Internacional de La Rioja (Jan 2026)
- Agentes de AI con LangGraph - Platzi (Dec 2025)
- Prompt Engineering - Platzi (Dec 2025)
- Agentes AI - Platzi (Dec 2025)
- ChatGPT - Platzi (Jan 2026)
- Audiocurso de Introducción al Mundo de las Startups - Platzi (Dec 2025)
- Best Presentation Award RCVE 2025 - Robotics, Control and Vision Engineering (RCVE) (Jun 2025)
- Curso Universitario Avanzado en Inteligencia Artificial y Data Engineering - UNIR-Universidad Internacional de La Rioja (Apr 2025)
- Programación en Python - UNIR-Universidad Internacional de La Rioja (Apr 2025)
- Continuing Education Certificate in Leadership - MIU City University Miami (May 2024)
- Triplebyte Certified - Triplebyte (Jan 2023)
- Databricks Essentials for Spark Developers (Azure and AWS) - Udemy (Mar 2022)
- Spark and Python for Big Data with PySpark - Udemy (Feb 2022)
- Lifeguarding with CPR/AED for Professional Rescuers and First Aid - American Red Cross (May 2020)
- React Hooks: Guia inicial utilizando Redux y Material.UI - Udemy (Oct 2020)
- Office Word 2010 Expert - Certiport Latinoamérica (Jan 2014)
- Office PowerPoint 2010 - Certiport Latinoamérica (Sept 2013)
- Office Access 2010 - Certiport Latinoamérica (Feb 2014)
- Office Outlook 2010 - Certiport Latinoamérica (Jul 2013)
- Office Excel 2010 Expert - Certiport Latinoamérica (Dec 2013)
- Microsoft Office Specialist Master - Certiport Latinoamérica (Jan 2014)
- Certiport Certification - Certiport Latinoamérica (Mar 2013)
- Principales Aplicaciones - Certiport Latinoamérica (Feb 2013)
- Fundamentos de Computación - Certiport Latinoamérica (Nov 2012)
- IC3 Certification - Global Standard 3 - Certiport Latinoamérica (Mar 2013)
- How Google does Machine Learning en Español - Coursera (Sept 2020)
- 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