Luca Medeiros
Machine Learning Engineer at NAVER Corp
Seoul, South Korea
Summary
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Rockstar🎓
Top SchoolLuca Medeiros is a Machine Learning Engineer based in Seoul with six years of hands-on experience building MLOps infrastructure and multi-modal AI systems. He has led end-to-end deployments of LLM/LMMs and real-time, containerized auto-scaling services, and increased training capacity with multi-node pipelines and robust model/dataset versioning. His background spans computer vision, semi-supervised segmentation, and CLIP-style multimodal models as well as medical image retrieval and healthcare ML projects, reflecting a strong applied focus across industry and research. An active OSS and Lightning AI contributor, Luca pairs practical production engineering with experiment traceability and active learning strategies to cut annotation costs. Notably, he blends multilingual communication skills (Korean/Portuguese/English) with a track record of shipping on-prem and cloud proofs-of-concept in fast-paced startup and enterprise environments.
6 years of coding experience
7 years of employment as a software developer
Language Course, Korean Language, Language Course, Korean Language at Sun Moon UniversityBachelor’s Degree, Electrical and Electronics Engineering, Bachelor’s Degree, Electrical and Electronics Engineering at Sungkyunkwan UniversityCourse, Deep Learning, Course, Deep Learning at 한컴MDS Academy
Github Skills (101)
python10
image-processing10
infrastructure10
deep-learning10
ai10
lightning10
artificial-intelligence10
data-science10
cost-management10
alembic10
supervised-learning10
pytorch10
lifecycle10
machine-learning10
scaling10
Programming languages (4)
Github contributions (5)
JunhoKim94/HENVEN_PathPlanning
Jul 2019 - Jul 2019
Contributions:17 commits in 8 days
luca-medeiros/lightning-sam
Apr 2023 - May 2024
Fine-tune Segment-Anything Model with Lightning Fabric.
Contributions:1 review, 6 PRs, 18 pushes in 1 year
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