David Semedo
Assistant Professor at Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa - FCT NOVA
Lisbon Metropolitan Area Portugal
Summary
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Senior🎓
Top SchoolDavid Semedo is an assistant professor and multimodal AI researcher based in Lisbon with 12 years of experience bridging vision and language for multimedia understanding. He holds a PhD in Deep Learning for Multimedia and leads research on cross-modal retrieval, representation learning, and multimodal conversational systems, including work for the CMU Portugal iFetch fashion marketplace project. Known for blending deep learning research with practical system design, he has a strong track record in temporal multimodal representations and deploying multimodal agents. Early work on optimization and parallelization for large combinatorial problems and sensor networks gives him uncommon depth in algorithmic and systems-level thinking alongside ML expertise.
12 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Deep Learning for Multimedia, Doctor of Philosophy - PhD, Deep Learning for Multimedia at Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa - FCT NOVAEscola Secundária do Cartaxo
English, Portuguese
Github Skills (24)
contrastive-learning9
image-retrieval7
metric-learning7
self-supervised-learning7
xelatex7
computer-vision6
latex6
tex6
deep-learning5
machine-learning5
pytorch5
modular4
extensible4
natural-language-processing2
fetch2
Programming languages (4)
Github contributions (5)
davidfsemedo/DistributedFileSystem
Dec 2013 - Oct 2018
Contributions:13 commits, 1 push in 4 years 10 months
davidfsemedo/ws-course-2018
Sep 2018 - Apr 2021
Contributions:12 pushes in 2 years 7 months
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