Mohammad Islam

PHD Candidate

Roermond, Limburg, Netherlands
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Summary

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Senior
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Top School
Mohammad Islam is a PhD candidate at the University of Amsterdam with a decade of experience applying machine learning to real-world scientific and embedded problems. He focuses on generative modeling, geometric deep learning, and spatio-temporal methods, currently exploring molecular property prediction and trajectory simulation. His background spans medical imaging and signal processing—optimizing liver-metastasis monitoring and real-time cardiac event detection for embedded platforms—which gives his research a strong translational bent. Trained across multiple European institutions in an Erasmus Mundus program, he blends rigorous academic methods with hands-on implementation experience. Based in the Netherlands, he brings a rare combination of deep theoretical interest in GenAI and practical expertise in deploying ML for constrained systems.
code9 years of coding experience
job2 years of employment as a software developer
bookMaster of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision, Master of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision at Universidad Autónoma de Madrid
bookMaster of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision, Master of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision at Université de Bordeaux
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at University of Amsterdam
bookBachelor of Science (BSc), Computer Science and Engineering, Bachelor of Science (BSc), Computer Science and Engineering at Daffodil International University-DIU
bookMaster of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision, Master of Science - MS, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision at Pázmány Péter Katolikus Egyetem
languagesEnglish, Bangla, French

Programming languages (1)

Python

Github contributions (5)

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niazoys/niazoys.github.io

Mar 2022 - Sep 2024

A beautiful, simple, clean, and responsive Jekyll theme for academics
Contributions:113 pushes in 2 years 6 months
responsive-jekyll-themeacademicscleanjekylljekyll-theme
niazoys/RLS_PSDF

Feb 2024 - Feb 2025

Contributions:6 pushes, 1 branch in 1 year
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Mohammad Islam - PHD Candidate