Education
Learn about my academic steps
Technical University of Denmark (DTU)
Focus
Master's degree connecting applied mathematics with a practical approach to optimization and Machine Learning.
Tech Skills
Languages
AI & Modelling
Cloud & Infrastructure
Key Areas
Master's Thesis - with ECB
Applying advanced NLP to extract geopolitical risk indicators from unstructured text and analyze their impact on global energy markets.
Quantitative Optimization
Courses in Integer Programming, Metaheuristics and Teaching Assistant for 'Introduction to Operations Research,' guiding students through complex optimization frameworks.
Computational Modelling
Advanced dynamical systems and high-performance computing.
Projects & Innovation
X-Tech Entrepreneurship and translating mathematical models into real-world business applications.
University of New South Wales (UNSW)
Focus
Independent research and development of deep neural networks for Speech Emotion Recognition (SER) within the UNSW Signal Processing Laboratory.
Key Areas
Machine & Deep Learning
Constructed and trained robust Deep Neural Networks (DNNs) from scratch to automatically classify emotions, implementing adaptation techniques to personalize models to specific target speakers.
Signal Processing
Managed and processed over 16,000 acoustic segments, extracting and standardizing thousands of high-dimensional audio features to capture the paralinguistic elements of speech.
Quantitative Techniques
Implemented advanced mathematical models to compare complex data distributions, measure divergence, and optimize system performance through dimensionality reduction.
Polytechnical University of Catalonia (UPC)
Focus
A comprehensive engineering foundation combining telecommunications infrastructure, advanced signal processing, software development, and ICT management.
Key Areas & Skills
Telecommunications
Mastered the fundamentals of physical data transmission, earning honours in Smart Optical Networks and Fundamentals of Physics, alongside rigorous coursework in Digital Transmission, Antennas, and Optical Communications.
Signal Processing
Developed a strong mathematical foundation in data and signal analysis, achieving honours in Audiovisual Processing and extensively utilizing MATLAB for complex signal manipulation across multiple degree subjects.
Software Engineering
Built a robust technical base in core engineering principles and software development, highlighted by achieving the maximum grade in Python programming and demonstrating high proficiency in Object-Oriented Programming.
Economy & ICT Management
Acquired essential business and operational competencies to bridge technical engineering with strategic business goals through dedicated coursework in Economy, Management, and ICT Operations.