Lucas Seninge
Machine Learning Scientist II at NewLimit
California, United States
Summary
👤
Senior🎓
Top SchoolLucas Seninge is a Machine Learning Scientist II based in California with 8 years of experience applying ML to genomics and single-cell biology. At NewLimit he builds scalable AI systems for in silico reprogramming and lab-in-the-loop workflows, having previously designed models for epigenetic reprogramming and pooled single-cell screens. His doctoral work fused prior biological knowledge with interpretable deep generative models for single-cell pathway activity and in-silico perturbation, and he has practical experience translating models across domains including drug response prediction with graph convolutional networks. Comfortable in both research and production settings, he has built scalable data formats and ML pipelines for petabyte-scale genomics and contributed to multi-institution projects funded by CIRM and the Chan-Zuckerberg Initiative. Notably, he combines hands-on lab protocol experience and single-cell sequencing know-how with strong computational skills, enabling tighter integration between experimental design and model-driven hypothesis testing.
8 years of coding experience
3 years of employment as a software developer
Master's degree, High-Throughput methods applied to Biology, Master's degree, High-Throughput methods applied to Biology at University of StrasbourgEngineer's degree, Biotechnology, Engineer's degree, Biotechnology at ESBSBiology, General, Biology, General at Clémenceau High School (REIMS)
French, English, Spanish, Japanese, German
Github Skills (11)
single-cell-analysis9
bioinformatics9
transcriptomics9
scanpy8
python7
scales7
machine-learning7
data-science6
biological-data-analysis5
nearest-neighbors2
neighbors2
Programming languages (2)
Github contributions (5)
LucasESBS/scoreCT
Jan 2019 - Apr 2022
Contributions:1 release, 46 commits, 3 PRs in 3 years 4 months
annotationcell-type
LucasESBS/vega
Jan 2021 - May 2022
Contributions:2 releases, 57 commits, 49 pushes in 1 year 4 months
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