Soufiane Mourragui
Senior AI ML Scientist at Ensocell
Cambridge, England, United Kingdom
Summary
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Senior🎓
Top SchoolSoufiane Mourragui is a Senior AI/ML Scientist and computational biologist based in Cambridge with 10 years of experience applying advanced machine learning and applied mathematics to single-cell and cancer genomics. He earned a PhD in Computational Biology and has progressed from academic research—developing transfer learning methods to link pre-clinical models and human tumors—to industry roles at Ensocell where he now leads AI/ML efforts for single-cell applications. His background spans high-performance computing, nanopore sequencing analysis, and designing large-scale ML systems for metagenomics and drug response prediction. Notably, he has navigated multi-stakeholder consortia and won the BioSB Young Investigator Award, reflecting both technical depth and collaborative leadership. He combines rigorous quantitative training from MINES ParisTech with hands-on software engineering in Python and production ML, making him adept at translating complex biological questions into scalable computational solutions.
10 years of coding experience
1 year of employment as a software developer
Mathematics and physics, Admitted to Mines ParisTech, Mathematics and physics, Admitted to Mines ParisTech at Lycée Pierre CorneilleDoctor of Philosophy - PhD, Computational Biology, Doctor of Philosophy - PhD, Computational Biology at Delft University of TechnologyIngénieur Civil des Mines de Paris, Geostatistics and Applied Probability, Ingénieur Civil des Mines de Paris, Geostatistics and Applied Probability at MINES ParisTech
French, English, German, Arabic, Dutch
Github Skills (28)
variational-autoencoder10
gene-expression10
cancer-genomics9
hierarchical9
autoencoder9
single-cell-analysis9
tsne9
density-estimation8
topological-data-analysis8
single-cell-genomics8
temporal-data7
probabilistic7
genomics6
deep-learning6
scanpy6
Programming languages (3)
Github contributions (5)
NKI-CCB/PRECISE
Jan 2019 - Dec 2022
Contributions:2 reviews, 17 commits, 10 PRs in 3 years 11 months
NKI-CCB/TRANSACT_manuscript
Oct 2020 - Jan 2023
Scripts supporting TRANSACT manuscript
Contributions:23 commits, 11 PRs, 20 pushes in 2 years 3 months
transactmanuscriptsupporting
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