Marcella Astrid
AI Consultant at Helmholtz AI
Oberschleißheim, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMarcella Astrid is an AI consultant focused on health applications at Helmholtz AI with a decade of experience bridging academic research and applied computer vision. She holds a PhD from UST Korea and spent two years as a postdoc at the University of Luxembourg working on deepfake detection and thermal-image anomaly detection for battery management. Her research expertise centers on learning with limited data—anomaly detection, augmentation, generative models, and semi-supervised methods—rooted in earlier work on neural network compression, object detection, and robotics perception. Beyond research, she created 151 Indonesian-language educational videos through her Anak AI channel, reflecting a knack for making complex AI concepts accessible to non-English audiences. Practical early experience with embedded systems and a publication from an Arduino-based data logger internship hint at hands-on engineering strengths that complement her theoretical depth.
10 years of coding experience
10 years of employment as a software developer
Bachelor's degree, Computer Engineering, 3.96/4.00, Bachelor's degree, Computer Engineering, 3.96/4.00 at Universitas Multimedia NusantaraDoctor of Philosophy - PhD, Artificial Intelligence, 4.17/4.50, Doctor of Philosophy - PhD, Artificial Intelligence, 4.17/4.50 at (UST) University of Science and Technology, Korea
Indonesian, English, Korean
Github Skills (26)
caffe10
python10
machine-learning10
localization10
deep-learning10
tensorflow9
neural-network9
deep-neural-networks8
ml8
pytorch6
anomaly-detection6
cpp5
matlab5
octave4
computer-vision3
Programming languages (7)
Github contributions (5)
aseuteurideu/STEAL
Oct 2021 - Dec 2022
Official implementation of "Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection" (ICCV Workshops 2021: RSL-CV).
Contributions:10 commits, 6 pushes, 14 comments in 1 year 2 months
anomaly-detection
aseuteurideu/LearningNotToReconstructAnomalies
Oct 2021 - Dec 2022
Contributions:15 commits, 5 pushes, 4 comments in 1 year 2 months
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