Marco Cirillo
Senior Data Scientist
Padua, Veneto, Italy
Summary
👤
Senior🎓
Top SchoolMarco Cirillo is a Senior Data Scientist and PhD-trained biomedical engineer from Padua with six years of hands-on experience translating medical imaging research into production-grade computer vision solutions. He spent his PhD developing CNN and GAN methods for 2D and 3D medical image segmentation and generation—work that included burn-wound assessment and glioma detection—and has taught a master's course on deep learning segmentation. After academic work and an MRI analysis role at the University Hospital of Padua, he moved into industry solving advanced vision problems at Apixa and now brings ML/AI products to clients across domains at Uqido. Marco combines strong medical-domain expertise (DTI, FA/MD metrics) with practical software engineering skills from Java backend work to end-to-end AI deployment. He has international training experiences in Portugal and Brazil and a track record of building reproducible pipelines that bridge research and commercial impact. Notably, his background uniquely blends clinical imaging analytics with production-focused computer vision engineering.
6 years of coding experience
6 years of employment as a software developer
Master's degree Bioengineering, Master's degree Bioengineering at Università degli Studi di PadovaStudy abroad scholarship Program of Biomedical Engineering (PEB), Study abroad scholarship Program of Biomedical Engineering (PEB) at COPPEAD UFRJStudy abroad scholarship Biomedical Engineering, Study abroad scholarship Biomedical Engineering at Universidade de CoimbraDoctor of Philosophy - PhD Biomedical/Medical Engineering, Doctor of Philosophy - PhD Biomedical/Medical Engineering at Linköping University
Italian, English, Portuguese, svedese, Spanish
Github Skills (61)
keras-tensorflow10
pytorch10
python10
ocr10
machine-learning10
vector-database10
onnx10
llm10
unet-image-segmentation10
image-segmentation10
deep-learning10
segmentation10
medical-image-analysis10
fine-tuning10
llama-index10
Programming languages (2)
Github contributions (5)
mdciri/teeth-segmentation
Jun 2022 - Mar 2026
teeth segmentation using pytorch and monai
Contributions:1 release, 12 pushes, 1 branch in 3 years 9 months
pytorchsegmentationdeep-learningguimonai
mdciri/YOLOv7-Bone-Fracture-Detection
Sep 2022 - Dec 2022
YOLOv7 to detect bone fractures on X-ray images
Contributions:1 release, 56 commits, 1 PR in 2 months
yolov7bonefracturepytorchxray-imagespython
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