Edoardo Cannas

Research Scientist at GetReal

Cagliari, Sardinia, Italy
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Summary

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Senior
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Edoardo Cannas is a research scientist specializing in multimedia forensics with a decade of experience developing interpretable and reliable deep learning detectors for deepfakes, image splicing, and other authenticity challenges. Trained at Politecnico di Milano (PhD, MSc) and a former visiting researcher at Purdue VIPER lab, he blends signal-processing roots—originally sparked by a fascination with electric bass sonics—with cutting-edge ML to analyze audio, images, and video. His work emphasizes portability and generalization of forensic tools across domains, including remote sensing and overhead imagery. Currently at GetReal, he focuses on practical detection of AI-generated content, while his academic track record reflects rigorous pursuit of explainable, deployable solutions rather than black-box models.
code10 years of coding experience
job2 years of employment as a software developer
bookBachelor of Science, Electrical and Electronic Engineering, Bachelor of Science, Electrical and Electronic Engineering at Università degli Studi di Cagliari
bookPhD in Information Engineering, Telecommunications, With Honors, PhD in Information Engineering, Telecommunications, With Honors at Politecnico di Milano
languagesEnglish, Italian
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Github Skills (43)

sounds10
face10
paper10
face-recognition10
data-augmentation10
image-processing9
pytorch9
audio-processing9
paddle9
data-processing9
tonejs9
data-versioning9
keras9
image-augmentation9
hyperparameter-tuning9

Programming languages (4)

C++JavaScriptJupyter NotebookPython

Github contributions (5)

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CrohnEngineer/Vynthesizer

Aug 2018 - Dec 2022

Web synthesizer with spectral feature visualization in realtime
Contributions:39 commits, 1 PR, 28 pushes in 4 years 4 months
visualizationp5jssound-processingsound-synthesissound-visualizer
Contributions:102 pushes in 1 month
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