About
I am an engineer specializing in artificial intelligence, signal processing, and Python development. I consult with businesses looking to integrate AI into their operations and offer provide Python development services. Additionally, I provide independent, technology-driven assessments to help companies identify system-wide challenges and implement practical, effective solutions.
In academia, I conducted research in deep learning, learning theory, and video compression, resulting in seven publications with over 400 citations. In the startup world, I co-founded Radiobooks, a project that leverages AI-powered text-to-speech technology to make more books accessible in audio format.
Outside the scope of my scientific expertise, I dedicate my time to exploring philosophy, psychology, meditation and ethics. I find joy in tackling problems holistically, drawing inspiration from both ancient and modern wisdom, and considering the entire pipeline from philosophical and scientific inquiry to practical application. I appreciate engaging in thoughtful discussions, being exposed to different points of view, and—when suitable—sharing the little I know with others.
Having started traveling at a young age, I've been fortunate to have explored more than thirty countries. I speak Portuguese and English fluently, have a conversational level of Spanish, and I can get by in French.
I'm actively seeking new job opportunities. Please note that I will likely be attending a course on Buddhist philosophy and meditation in Nepal between mid-September and mid-December 2025. Feel free to contact me if my profile interests you.
Highlights
📚 Published seven papers with over 400 citations in top-tier journals and conferences (IEEE, CVPR, ICCV), and holds three patents.
💡 Contributed to the development of pioneering methods in neural image and video compression.
💡 Designed novel algorithms for constructing sparse models and learning the activation functions of a neural network.
💻 Created the “Deep Splines” PyTorch package.
👥 Co-Founded Radiobooks—a startup that utilizes AI text-to-speech technology to make audiobooks more accessible to independent authors and self-learners.
💻 Built the back-end of a complex text-to-speech app.
🎓 Earned a MSc in Communication Systems at EPFL, specializing in Signal Processing and AI (ranked in the top 3 of the class).
Skills
My expertise spans both theoretical and practical aspects of machine learning, deep learning, and signal processing, as well as Python development. Additionally, during my academic years, I honed valuable presentation, writing, and teaching skills, much of which I owe to Prof. Michael Unser. In DevOps, I have experience with Python, C, FastAPI, Pytest, PyTorch, CI/CD, Bash, Linux, MongoDB, Docker, Github Actions, Codecov, AWS, and Fly.io.
Biography
I completed my Bachelor's degree in Electrical and Computer Engineering at Instituto Superior Técnico - University of Lisbon, Portugal, in 2016. I then moved abroad to pursue a Master's degree in Communication Systems at École Polytéchnique Fédérale de Lausanne (EPFL), Switzerland, specializing in Signals, Images, and Interfaces. During my Master's, I did a internship at Disney Research, Zurich, where I developed new algorithms for neural image and video compression. After the programme's completion, I joined EPFL's Biomedical Imaging Group, where I conducted research on regularization methods for deep learning and classical supervised learning, under the supervision of Professor Michael Unser. During this time, I was also a teaching assistant for the courses Signals and Systems I and Signals and Systems II. I then joined Radiobooks, a start-up that utilizes AI to convert books into audiobooks, in the role of Co-Founder and DevOps Engineer.