Siqi Tian
Senior Staff Tech Lead Manager, Machine Learning Data Engine
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolSiqi Tian is a Senior Staff Tech Lead Manager specializing in machine learning data infrastructure and automation for bioscience and healthcare, with 12 years of experience building production-grade software and lab automation systems. Based in San Francisco, she blends a PhD-level understanding of biochemistry with hands-on full‑stack engineering—leading perception evaluation and ML data teams at Aurora and prior tech leadership across genomics automation at Myriad/Counsyl and Zymergen. Siqi excels at turning repetitive lab workflows into resilient, visualized, and deployable software (BPMN-based workflows, simulated lab systems, liquid-handler drivers) that save scientists time and reduce error. She is as comfortable shipping frontend visualizations and intuitive UIs as she is designing backend pipelines and robotics drivers, and she brings a habit of practical creativity (internal tooling, logos, reading lists) that boosts team culture and productivity.
12 years of coding experience
15 years of employment as a software developer
B.S. College of Biological Sciences Biochemistry and Molecular Biology, B.S. College of Biological Sciences Biochemistry and Molecular Biology at China Agricultural UniversityPh.D. School of Medicine Biochemistry, Ph.D. School of Medicine Biochemistry at Stanford University
Github Skills (173)
svg10
genomics10
bootstrap-loader10
javascript10
react-component10
api10
rna-seq10
zero-dependencies10
graph10
dom10
preact10
read-write10
virtual-dom10
bootstrap10
css10
Programming languages (5)
Github contributions (5)
t47io/t47io_main
Dec 2015 - Feb 2021
T47.IO | Personal Website
Contributions:2 releases, 14 PRs, 387 pushes in 5 years 2 months
reactnextjs
ribokit/RDATKit
Nov 2013 - Apr 2018
RNA Data (RDAT) read/write scripts
Contributions:2 releases, 52 commits, 2 PRs in 4 years 5 months
pythonread-writebioinformaticsrna-seqrna
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