About me
Education
Carnegie Mellon University, Mellon College of Science
- Master of Science in Data Analytics for Science
- Selected Coursework: Large Scale Computing in Data Science, Neural Networks and Deep Learning in Science, Computer Vision.
University Complutense of Madrid, School of Mathematical Science
- Bachelor of Science in Mathematics
- Selected Coursework: Databases, Data Structures, Algorithm Design, Parallel Computing, Computational Geometry.
Skills
Tools: Python, R, C/C++, SQL, JavaScript, MATLAB, Prometheus, Grafana, Excel, AWS, Databricks.
Frameworks: TensorFlow, Keras, PyTorch, Scikit-learn, MPI, Spark.
Languages: Spanish (Native), English (Professional Prociency).
Pittsburgh, PA
May 2025
Madrid, Spain
Jun 2024
Professional experience
Consultoría Textil SL
Data Analyst - Casual
- Performed duties focused on managing purchases from textile suppliers across Spain, verifying payments, analyzing
purchase histories, and forecasting future procurement needs
- Designed and implemented a system for ecient distribution of large shipments twice annually, optimizing pallet
organization for cost-effective delivery across Europe, minimizing excess fees.
Jun 2020 - Jun 2024
Research experience
Carnegie Mellon University
Research Assistant - Part time
- Conducted statistical analysis for human interactions with Llama 3.2 and Qwen 2.5, navigating the limitations of our nvidia gpu. This constraint led me to adopt a multi-gpu approach, which I addressed by implementing vLLM APIs.
- Collaborated with the cluster management team to coordinate gpu access and scheduling, ensuring balance usage across our team and other users
Abricot
Data Scientist Intern – Full time
- Participated in an innovative research project to enhance client’s alarm ltering capabilities, working closely with system experts to analyze the limitations of the existing rule-based expert system.
- Pioneered the integration of NLP modeling to address limitations in time-series data for preemptive alarm ltering, leveraging Prometheus and Grafana to monitor live data streams via APIs for real-time analysis and undertaking personal research to bridge team knowledge gaps in data science.
Pittsburgh, PA
Oct 2024 - Present
Madrid - Remote
May 2023 - Sep 2023
Academic projects
University Complutense of Madrid
Neural Network Playground Website
- Developed an interactive website for building, training, and testing neural networks, providing a user-friendly and visually intuitive tool for coworkers to explore neural network principles. This platform complimented my thesis, which detailed the mathematical foundations behind these concepts.
- Oversaw software testing to ensure platform reliability, enabling smooth JavaScript communication between server and users across university’s local network.
Self learning
Quantitative Trading System
- Developed a Python-based trading platform leveraging ynance data and a Prometheus backend for live nancial datamanagement and analysis..
- Applied statistical techniques, robot trading algorithms and deep-learning models to optimize stop-loss and max return strategies for measurable performance gains.
Madrid - Spain
May 2024 - Aug 2024
Madrid - Remote
May 2023 - Sep 2023
Leadership
Pass caller, RockPool Bar and Grill - Sydney, Australia
Team Leader, Scouts Santo Domingo - Madrid, Spain
Production Chain Supervisor, Contex - Madrid, Spain
Feb 2024 - Apr 2024
Sep 2020 - Jun 2023
Jun 2019 - Sep 2019
Contáctame
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