AI-Enhanced Smart Home System
Modular AIoT prototype using ESP32-S3 room controllers, Wokwi, Blynk, Edge Impulse, rule-based automation and lightweight environmental classification.
Summary
I combine a physics background with applied AI, data analysis and technical writing to build clear, well-documented analytical projects.
Currently pursuing an MSc in Artificial Intelligence Technology with Advanced Practice at Northumbria University, London Campus, with interests in machine learning, AIoT, scientific communication, automation and structured technical reporting.
Open to part-time roles, internships, remote/hybrid opportunities, analytical support, QA, research support and technical documentation positions, particularly within AI, data and technology-focused environments.
Featured Projects
Credit Card Fraud Detection
Machine learning project focused on imbalanced classification, preprocessing, model comparison, threshold selection and fraud detection evaluation using Python.
Computational Physics Numerical Methods
Scientific Python project implementing interpolation, numerical integration, ODE solvers and stochastic simulation, with applications to computational physics and a combined Kaggle showcase.
IAC Publication–Press Note Matching
AI-assisted workflow for matching IAC scientific publications with press notes, using text preprocessing, regex, fuzzy matching and reproducible notebook-based analysis.
Adaptive Whisper Transcription Pipeline
Portable CPU/GPU transcription workflow for audio and video files using faster-whisper, with automatic hardware selection, safe input handling, audio normalization, progress tracking and optional SRT subtitle generation.
Technical Writing
AI-Enhanced Smart Home System — Technical Report
Full technical report documenting the design, architecture, simulation logic, sensor behaviour, AIoT integration and evaluation of an ESP32-S3 smart home prototype.
Credit Card Fraud Detection — Machine Learning Report
Technical report explaining imbalanced classification, preprocessing, resampling strategies, model comparison, threshold selection and evaluation metrics for fraud detection.
Final Degree Project — Ferroelectricity and Ferroelasticity
BSc Physics thesis written in English on the structural mechanisms of ferroelectricity and ferroelasticity in β′-RE₂(MoO₄)₃ compounds. The work involved crystallographic analysis, neutron and X-ray diffraction, Rietveld and Le Bail refinement, amplimode analysis and long-form scientific reporting in LaTeX.
Open Source
Vizro/Dash Rendering Regression Analysis
Helped reproduce and isolate a Vizro/Dash tab-rendering regression by comparing dependency versions, testing pure Dash behaviour and narrowing the issue beyond Plotly graph rendering. The analysis was acknowledged by a Vizro maintainer and helped narrow down the bug for the fix planned in Vizro 0.1.57.
Profiles & Links
GitHub
Code repositories, project documentation, notebooks and open-source work.
Kaggle
Machine learning notebooks, data analysis workflows and reproducible experiments.
Professional profile, education, experience and contact information.
Experience
Mar 2025–May 2025
Student Internship — Department of Communication and Scientific Culture
Instituto de Astrofísica de Canarias · La Laguna
Contributed to bilingual science communication and outreach. Developed AI-assisted transcription and subtitle workflows, supported text-matching automation using regex and fuzzy matching, and prepared technical documentation in LaTeX.
2025
Final Degree Project — BSc Physics
Universidad de La Laguna · Tenerife
Completed a scientific project in English on the structural mechanisms of ferroelectricity and ferroelasticity in β′-RE₂(MoO₄)₃ compounds, involving crystallographic analysis and scientific reporting.
Skills
AI & Data
Python · Machine Learning · Classification · Model Evaluation · XGBoost · scikit-learn · NLP · Scientific Python
Technical Documentation
LaTeX · Scientific Writing · Technical Reports · Academic Writing · Technical Presentations · Structured Documentation
AIoT & Prototyping
ESP32-S3 · Wokwi · Blynk · Edge Impulse · Sensor-Based Logic
Scientific Communication
Bilingual Communication · Subtitles · Transcription Workflows · Publication Matching · Content Adaptation
Scientific Computing
NumPy · SciPy · Matplotlib · Numerical Methods · ODE Solvers · Computational Physics
Languages
Spanish Native · English C1 Advanced · IELTS UKVI 7.0 · Japanese Intermediate / JLPT N3 level · French Limited Working Proficiency
Education
Jan 2026–Jan 2028
MSc Artificial Intelligence Technology with Advanced Practice
Northumbria University, London Campus · London, UK
Sep 2018–Jul 2025
BSc in Physics
Universidad de La Laguna · Tenerife, Spain
2025
Academic Merit Convocation Award
Universidad de La Laguna
Annual distinction granted to students with outstanding academic performance and ranking among the top of their graduating class.
Language Certifications
Jul 2025–Jul 2027
IELTS Academic UKVI — 7.0/9.0
British Council
C1-level English certification for UK academic and visa purposes. Credential ID: 25ES502590REYA024A.
Sep 2022
Cambridge Advanced Certificate — C1
University of Cambridge
Cambridge English qualification certifying advanced English communication ability. Credential ID: C0100635.
Dec 2024
Japanese-Language Proficiency Test — N3 Attempt
JLPT / NOKEN
Attempted the JLPT N3 examination and obtained a score of 80/180, reflecting intermediate Japanese study and continued language-learning commitment.
Recommendations
Academic Recommendation — Universidad de La Laguna
Recommendation letter from a Full Professor of Applied Physics highlighting academic performance, autonomous learning, analytical ability, communication skills, Computational Physics, Python programming and mathematical strength.
Professional Recommendation — Instituto de Astrofísica de Canarias
Recommendation letter from my internship supervisor at the IAC, highlighting Python automation, AI-assisted transcription, multilingual subtitles, regex, fuzzy matching, LaTeX documentation and scientific communication work.