Hello, I'm
Martín Fernandes
Machine Learning Engineer
I specialize in machine learning and AI, building intelligent systems that solve real-world problems. From medical data analysis to recommendation engines, I love developing ML models using PyTorch, scikit-learn, and NumPy to work with data and create impactful AI solutions. Additionally, I'm exploring web development with modern tools like Next.js and React to build engaging applications.
My Journey
From Biomedical Engineering to ML-Powered Apps
My journey began in biomedical engineering, where I discovered a passion for data science and medical AI. I explored machine learning and deep learning with scikit-learn and PyTorch, applying them to medical data and images. While working with a university startup, I ventured into mobile development with Swift, integrating ML recommendation systems into real apps. After leaving that startup, I founded Brújula Education and took my first step into web development. Now, I'm building data-driven tools and production web apps, combining ML with modern web platforms to create intelligent products people can actually use.
My Mission
I believe ML should solve real problems, not just exist in research papers. My goal is to create applications where intelligent features feel natural and genuinely helpful to users.
Biomedical Engineering
Applied ML to medical imaging and patient data analysis, discovering the power of AI in healthcare
Mobile ML Engineer
Built recommendation systems and iOS apps, bridging ML research with real user experiences
Drone Health
Worked on data science solutions for emergency services, analyzing London emergency site data
Brújula Codifica
Built a Spanish-language platform for data structures and algorithms, with in-browser code execution and a pattern-based curriculum
Data & ML Engineer
Building ML models and optimisation methods, while shipping production web apps with analytics-driven insights