Eduardo dos Reis
Doctoral Researcher
Working area(s)
Machine Learning & Systems
Contact
eduardo.reis@cs.tu-...
work +49 6151 16-25603
fax +49 6151 16-25026
Work
S2|02 D111
Hochschulstr. 10
64289
Darmstadt
I'm a PhD student in the Systems group of Prof. Binnig since February 2022. I pursued my bachelor as well as master's degree in computer science at UNISINOS, in Brazil, on topics related to human pose estimation and computer vision. Afterwards, I worked on research projects in the healthcare and finance industries (Siemens Healthnieers and Dell Financial Services), combining heterogeneous data sources, ranging from images and text to sensor time series. Unexpectedly, the key challenges were the data engineering (data cleaning, data augmentation) and annotation tasks. Therefore, I pivoted my research towards automating data engineering steps by manipulating the latent space of encoder-decoder models, keeping the method dataset agnostic.
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