Jordan Berg
Senior Scientist - Machine Learning at Sierra Custom Woodwork
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolJordan Berg is a Senior Scientist in machine learning with nine years of interdisciplinary experience applying ML, multi-omics integration, and generative physics-constrained methods to accelerate drug discovery and gene-editing modality development. Currently building ML-driven splice editors at Amber Bio, he previously led computational biochemistry and multi-omics teams at startups and Altos Labs, driving platform engineering that scaled analysis of tens of thousands of clinical samples and accelerated natural product characterization by orders of magnitude. His academic work produced Metaboverse, an open-source multi-omics network tool, and high-throughput cheminformatics approaches published in top journals, reflecting a blend of software, statistics, and wet-lab collaboration. Jordan pairs deep mechanistic curiosity—metabolism, networks, and mechanism discovery—with practical engineering: deploying PyTorch contrastive learning, docking/MD pipelines, and production data infrastructure. Based in San Francisco, he also designs and builds custom furniture, a hands-on outlet that mirrors his iterative experimental and engineering mindset.
9 years of coding experience
10 years of employment as a software developer
The University of UtahBachelor of Science - BS Molecular Biology, Bachelor of Science - BS Molecular Biology at Brigham Young University
English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (43)
pattern-recognition10
biology10
visualization10
reaction10
networkx10
sequencing10
pipeline10
profiling10
rna-seq10
network10
plotly-express10
bioinformatics10
genomics10
enzyme10
package-management9
Programming languages (10)
Github contributions (5)
Metaboverse/Metaboverse-manuscript
Jul 2021 - Apr 2023
Contributions:2 releases, 75 pushes, 1 branch in 1 year 8 months
j-berg/li_2021
Feb 2021 - Jun 2023
Contributions:1 release, 2 pushes, 1 tag in 2 years 3 months
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