Sérgio Pereira
Head Of AI Research Department, Oncology Group at Lunit Oncology
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSérgio Pereira is a PhD-trained AI research leader with nine years of experience building and scaling deep learning teams and products in medical imaging and oncology. As Head of AI Research at Lunit Oncology, he grew the department from 3 to 18 researchers and delivered productionized models such as Lunit SCOPE IO, uIHC, and GP that bridge histopathology research with clinical and product impact. He combines hands-on expertise in object detection, semantic segmentation, and foundation-model approaches with strong software engineering practices and a track record of top-tier publications and open-source datasets. Based in Seoul, he excels at translating clinical needs into domain-inspired AI solutions while fostering empathetic, communication-driven leadership. An early background in biomedical engineering and work on interpretability and biomarker development give him a unique blend of clinical sensitivity and technical rigor.
9 years of coding experience
6 years of employment as a software developer
Advanced Computer Vision Techniques, Advanced Computer Vision Techniques at Computer Vision Academy, EnermeterDoctor of Philosophy (Ph.D.), Computer Science - Joint PhD program of Universities of Minho, Aveiro, and Porto MAP-i, Very good (Highest grade at the University of Minho), Doctor of Philosophy (Ph.D.), Computer Science - Joint PhD program of Universities of Minho, Aveiro, and Porto MAP-i, Very good (Highest grade at the University of Minho) at Universidade do MinhoProject Management, Project Management at Tecminho/Apogep
Portuguese, English, Korean
Github Skills (23)
python10
data-science10
scikit10
statistics10
machine-learning10
scikit-learn10
data-analysis10
rbm6
matching5
java4
segmentation4
random-forest4
map-matching3
deep-learning3
openstreetmap3
Programming languages (3)
Github contributions (5)
sergiormpereira/rr_segse
Jun 2018 - Jun 2019
Contributions:12 commits, 10 pushes, 1 branch in 1 year
TechhubLisbon/scikit-learn
Jul 2019 - Aug 2019
scikit-learn: machine learning in Python
Contributions:9 commits, 2 PRs, 13 pushes in 1 month
pythondata-sciencelearn-machine-learningsklearnmachine-learning
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