Iuliana Georgescu
Machine Learning Specialist at Adobe
Romania
Summary
👤
Senior🎓
Top SchoolIuliana Georgescu is a Machine Learning Specialist with 8 years of experience bridging academic research and industry impact in multimodal deep learning and computer vision. With a PhD in AI and a recent postdoc at Helmholtz Munich, she has authored multiple papers on multimodal algorithms and co-supervised graduate students while translating research into production at Adobe, Google, Amazon, and SecurifAI. Her work spans video-to-language, audiovisual self-supervision (ICCV 2023), anomaly detection and medical image super-resolution, including a first low-resolution multimodal approach. Known for cultivating empathy and collaboration, she combines rigorous self-supervised methods with practical engineering—improving noisy-label robustness in deployed models and optimizing video surveillance pipelines. Based in Romania, she brings a rare mix of top-tier research credentials and hands-on applied ML that accelerates both innovation and product readiness.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at University of Bucharest
Github Skills (8)
mri4
unsupervised-learning3
variational-autoencoder3
autoencoder3
segmentation2
anomaly-detection2
deep-learning2
pytorch1
Programming languages (2)
Github contributions (5)
lilygeorgescu/MHCA
Jun 2022 - Dec 2022
Contributions:5 commits, 6 pushes, 1 branch in 6 months
lilygeorgescu/UBnormal
Mar 2022 - Apr 2022
Contributions:17 commits, 21 pushes, 1 branch in 1 month
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