Profile


I earned my Ph.D. in Computer Science from the Federal University of Espírito Santo (UFES - Vitória, Brazil) in 2020. My thesis was developed under the supervision of Prof. Dr. Renato A. Krohling. During my Ph.D., I spent almost a year as a visiting graduate research student at Dalhousie University (Halifax, Canada) supervised by Prof. Dr. Thomas Trappenberg and also worked with Prof. Dr. Sageev Oore. In my Ph.D., I worked with algorithms to detect skin cancer. From 2017 to 2020, I led a non-profit (you may find more information about this project here0 project in Brazil that developed an application to assist in skin cancer detection using images collected from smartphones and patient clinical information. This work resulted in many papers in which you can find in list of publications. In my Ph.D. thesis, I developed an algorithm to combine skin cancer images and patient demographics. You can download and read my thesis here.

Prior to my Ph.D., I got my M.Sc. degree in Computer Science also at UFES. During this time, I worked with methodologies to combine an ensemble of classifiers. Also at UFES, I took my undergraduate degree in Computer Engineer (the undergraduate system in Brazil is different; we don’t have majors or minors). During this time, I got involved in different projects, and the most exciting one was the university robotic team. My colleagues and I founded ERUS (the UFES robotic team) and we have won some robotic competition promoted by IEEE. You may see my awards and prizes here.

My current research focus is on Machine Learning/Artificial Intelligence and Computer Vision in particular for healthcare. Nonetheless, I also have an interest in Data Science, Natural Computing, and Decision Making. Currently, I’m an AI Research Engineer at Samsung R&D Institute Brazil.

In general, I love to learn about different tech tools and concepts (but not only in my field, I love to learn about history, for example). I think these are my main characteristics as a professional and a human being: learning, creating, and sharing. I really like to apply my knowledge to tackle real-life problems. So, besides my research and professional work, I got engaged in different volunteer works that aim to improve peoples’ lives.


Volunteer work

I’ve been engaged in volunteer work since 2012. In the following, I describe the main projects I’ve been working on:


Skills

You can check my engeneering portfolio, in which I present some cool projects I developed throughout undergraduate.


Computação inteligente

Computação inteligente is my amazing humble blog. I write in Brazilian-Portuguese about my topics of interest at an easily understandable level. My main goal with this blog is to help undergraduate students understand the algorithms concepts. But why don’t write in English? Well, many people in Brazil don’t speak English or don’t feel comfortable with the language. So, I’d like to help them. In addition, there are very nice blogs doing the same thing in English. My blog is just an alternative source.


Topics of interest

My main topics of interest are: