Hi, I'm Héctor
Madrid, Spain
A Data Scientist Snowboarder & Full-Stack Scuba Diver
who loves AI traveling and Mechatronics volunteering .
AI Intern
MoMe
September 2025 - February 2026
- Created data monitoring dashboards with real-time anomaly detection using Python and Streamlit
- Developed and tested SDKs for interacting with Skyline's DataMiner
- Made an MCP server integration to simplify insight extraction with LLMs
Student Organizations Liaison & Coordinator
CEUAM (UAM Student Council)
Feb 2026 - Present
- Managed student organization relationships and coordinated cross-association events
- Facilitated communication and collaboration between student organizations
- Defended student interests in university administrative meetings
Co-Founder & Vice President
Google Developer Group on Campus - UAM
July 2025 - Present
- Organized workshops on AI, cloud, and development tools with expert industry speakers
- Built and maintained partnerships with Google and external tech organizations
- Oversaw recruitment, onboarding, and team structure for multiple working groups
- Built and deployed the association's website with Next.js
Webmaster & Board Support
Erasmus Student Network UAM Madrid (ESN UAM)
Sept 2024 - Present
- Ensured web accessibility and improved site navigation for people with impairments
- Developed tools and platforms to optimize internal workflows
- Supported presidential communications and institutional relations
- Organized 25+ cultural and social events for over 2000 international students and recurring weekly activities with 200-300 attendees per day for 30 weeks
- Participated in recruitment, selection and training of new volunteers
Board Member & Tech Lead
QED UAM - Maths Association
Sept 2023 - Present
- Developed and maintained the association's website
- Digitalized the association's magazine and added interactive elements
- Aided in organizing gymkhanas and other activities for high-school students
Board Member
SEIF UAM - Cybersecurity Association
Sept 2023 - Jun 2024
- Contributed to cybersecurity event planning and technical content creation
- Organized workshops on ethical hacking, digital forensics, and OSINT
- Planned marketing strategies to increase member engagement and reach new audiences
Bachelor of Data Science and Engineering
Autonomous University of Madrid
Sept 2022 - Jun 2026 (Expected)
- Elected as Student Representative for the Data Science and Engineering degree throughout all 4 years
- Developed projects in Image Generation, Natural Language Processing, Predictive Analytics, and Big Data using Python, R, SQL, TensorFlow, PyTorch, Hadoop, and Spark
- Relevant Coursework: Machine Learning, Big Data, Data Visualization, Database Systems, Statistical Inference
SINO-EURO Spring School
西北工业大学 (Xi'an Northwestern Polytechnical University)
Apr 2025
- Studied advanced materials and manufacturing techniques for aerospace applications
- Participated in collaborative projects with European and Chinese students on sustainable engineering solutions
- Learned about China's research ecosystem and university structure
DevOps with Docker
University of Helsinki (mooc.fi)
Jun 2024
- Learned to containerize applications using Docker and Docker Compose
- Deployed multi-container applications with networking, volumes, and environment configuration
- Optimized Docker images for production and implemented CI/CD pipelines with containers
Elements of AI
University of Helsinki (mooc.fi)
Feb 2024
- Studied fundamental concepts of artificial intelligence including search algorithms, probability, and machine learning
- Explored real-world AI applications and their societal implications
- Learned about neural networks, natural language processing, and responsible AI development
UAM Emprende Program
Autonomous University of Madrid
2023
- Learned fundamentals of entrepreneurship, business models, and startup development
- Created an MVP for an AI learning platform at UAM Hackathon (2nd round)
Smart Manufacturing
MIT Professional Education
Jun - Sept 2023
- Studied concepts in Industry 4.0 and digital transformation
- Explored IoT, automation, and industrial data systems
- Analyzed case studies on smart factories and supply chain / product optimization
Cloud Computing Fundamentals
Google Digital Academy
Jul 2023
- Learned core concepts of cloud computing and Google Cloud Platform services
- Gained hands-on experience with virtual machines, storage, and networking in the cloud
- Explored cloud security, scalability, and cost management best practices
Artificial Vision
Interxion
Jun - Aug 2017
- Learned fundamentals of augmented reality and virtual reality
- Developed an AR application that overlays 3D plane models onto real-world cards with the corresponding images
Advanced Robotics
Humanitas Bilingual School Tres Cantos
Sept 2015 - May 2017
- Learned advanced robotics concepts including sensors, actuators, and control systems
- Built and programmed autonomous robots using LEGO Mindstorms kits and Arduino
- Studied 3D design and printing for robotic components
- Participated and won a robotics competition at a regional level
Finalist - ICPC SWERC
Nov 2025
Excellence Diploma - Autonomous Community of Madrid
2022
Top 22 Finalist - Spanish Computer Science Olympiad
2021
2nd Place - Madrid Computer Science Olympiad
2021
4x Winner - Spring Maths Contest
2017, 2018, 2019, 2020
1st Place - Colegio Base Robotics Competition
2016
Main Technologies
Full-Stack
TypeScript
React
Next.js
Tailwind CSS
MongoDB
Astro
Data Science & AI
Python
Polars
Scikit-learn
PyTorch
TensorFlow
Streamlit
Spark
Featured Projects
All Projects 1 item
Node.js
Elysia.js
MongoDB
Next.js
i18n
Brevo
Tailwind CSS
TypeScript
React
Zod
Socket.io
Gemini
OpenBadges
Framer Motion
Google Developer Group on Campus UAM - Projects
TODO
Open Folder
Research
Python
PyTorch
Streamlit
Image Generation Module via Diffusion Models
A Python package implementing multiple diffusion model variants, sampling strategies, and controllable generation techniques for image synthesis and manipulation.
View Project
1 item
Node.js
Express
MongoDB
EJS
i18n
Brevo
Tailwind CSS
TypeScript
JavaScript
Three.js
WebGL
QED Website - A Scientific Dissemination Platform
A full-stack educational platform featuring interactive mathematical visualizations and progressive web capabilities to make advanced mathematics accessible and engaging.
Open Folder