Andrew Lane
Software Engineering Manager at Block
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAndrew Lane is a software engineering manager and machine learning leader with 11 years of experience building production ML systems and data infrastructure at Block and earlier as a data scientist in CRISPR diagnostics. He combines hands-on model development and platform delivery with deep domain knowledge from a PhD and postdoc in molecular biology, enabling him to translate complex wet‑lab problems into scalable data and ML solutions. At Mammoth he helped seed a data-first culture that married lab automation, genomics and predictive models; at Google he automated lab workflows and built end-to-end informatics for experimental data. Now managing ML teams at Block, he focuses on high-impact productization of models and building engineering orgs that reliably turn raw data into actionable features. Colleagues describe him as a bridge between domain scientists and software engineers who ships reproducible pipelines and pragmatic ML tooling.
11 years of coding experience
7 years of employment as a software developer
Postdoc Molecular and Cell Biology, Postdoc Molecular and Cell Biology at University of California, BerkeleyDoctor of Philosophy (PhD) Cell/Cellular and Molecular Biology, Doctor of Philosophy (PhD) Cell/Cellular and Molecular Biology at University of MinnesotaBachelor of Science (BSc) Biology with French, Bachelor of Science (BSc) Biology with French at University of St Andrews
English, French, irish (gaelic)
Github Skills (21)
bootstrapping8
packaging7
pipeline7
science7
python7
infrastructure6
package-manager5
automation5
pandas5
machine-learning5
hermit5
data-science5
observability4
dependency-management4
dependency-manager4
Programming languages (2)
Github contributions (5)
eatingcrispr/VirtualEating
Aug 2015 - Jul 2017
Contributions:11 commits, 11 pushes in 1 year 11 months
andrewblane/menusights
Sep 2016 - Jan 2018
Contributions:21 pushes, 2 branches in 1 year 3 months
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