Davide Manco
R&D Machine Learning Engineer at Fourthline
Amsterdam, North Holland, Netherlands
Summary
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Rockstar🎓
Top SchoolDavide Manco is an R&D Machine Learning Engineer based in Amsterdam with 7 years of experience applying computer vision and deep learning to real-world systems, from autonomous mobile robots to financial crime detection. He combines production C++ engineering with PyTorch/TensorFlow research, having led projects and served as one of two deep learning experts on an AMR team. At Fourthline he focuses on generative models, self-supervised learning and anomaly detection to automate fraud prevention, while earlier roles tackled behavior analysis in retail and 3D point-cloud research. His academic background (MSc with honors) and a stint as a research fellow inform a strong foundation in explainable AI and generative imitation learning. Colleagues describe him as a hands-on researcher who bridges prototype research and deployable systems, comfortable moving between low-level optimization and algorithmic innovation.
7 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Computer and Automation Engineering, Bachelor's degree, Computer and Automation Engineering at Università Politecnica delle Marche
English, Italian
Stackoverflow
737reputation
35kreached
18answers
2questions
Github Skills (78)
opencv10
python10
image-processing10
deep-learning10
face-recognition10
computer-vision10
jax10
data-science10
tensorflow10
face-detection10
pytorch10
machine-learning10
segmentation10
visual-recognition10
intel9
Programming languages (5)
Github contributions (5)
Doch88/rpg_eklt_multithreading
May 2020 - May 2020
Contributions:16 commits, 16 pushes, 1 comment in 6 days
Doch88/aws-firehose-sender-py
Sep 2018 - Aug 2019
Contributions:2 pushes, 1 branch in 11 months
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