Muhammad Mughees
Professional Data Scientist, Kredite24 Division
Munich, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMuhammad Mughees is a data scientist with 8 years' experience applying deep learning and ML to finance, medical imaging, and remote sensing, currently leading model deployment and near real-time text classification at CHECK24's Kredite24 division. An Oxford-trained researcher, he has bridged clinical and computational teams to publish work on cochlear implant imaging and advanced unsupervised signal clustering for neurological disorders. He combines production-focused CI/CD practices with research-grade modeling—deploying RNNs and transformers while halving NER processing times through pragmatic business logic. Past projects include satellite-based crop monitoring and synthetic 3D datasets for large-scale visual detection, reflecting a knack for translating novel data sources into actionable products. Based in Munich, he balances rigorous academic foundations with product delivery and a curiosity for new experiences that fuels interdisciplinary innovation.
8 years of coding experience
1 year of employment as a software developer
Higher Secondary Education, Pre-Engineering, 4 A*s, 2 As, Higher Secondary Education, Pre-Engineering, 4 A*s, 2 As at Punjab College of Information TechnologySecondary Education, 8 A*s, Secondary Education, 8 A*s at Siddeeq Public School SPSErasmus Mundus Joint Master Degree in Medical Imaging and Applications, Computer Vision, Erasmus Mundus Joint Master Degree in Medical Imaging and Applications, Computer Vision at Université de BourgogneErasmus Mundus Joint Master Degree in Medical Imaging and Applications, Computer Vision, Erasmus Mundus Joint Master Degree in Medical Imaging and Applications, Computer Vision at Università degli Studi di Cassino e del Lazio MeridionaleBachelor's degree, Computer Science, CGPA 3.61 / 4.0 (Top 5%), Bachelor's degree, Computer Science, CGPA 3.61 / 4.0 (Top 5%) at National University of Sciences and Technology (NUST)Erasmus Mundus Joint Master Degree in Medical Imaging and Applications, computer vision, Erasmus Mundus Joint Master Degree in Medical Imaging and Applications, computer vision at Universitat de Girona
English, اردو, German, Italian, French, Spanish
Github Skills (8)
deep-learning3
pytorch3
medical-imaging3
keras3
neuroimaging3
training-data2
data-augmentation2
machine-learning1
Programming languages (2)
Github contributions (5)
IamMRM/3D-segmentation-of-Brain
Jan 2022 - Jul 2024
Contributions:4 pushes, 1 branch in 2 years 5 months
IamMRM/Lung-images-registration-using-deep-learning-and-elastix
Jan 2022 - Jun 2024
Contributions:3 pushes, 1 branch in 2 years 4 months
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