Kailin L
Oakland, California, United States
Summary
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SeniorKailin Lu is a software engineer with 8 years of experience blending data analytics and production software development, now building systems at Amazon after three years developing robotics and perception software at Covariant. She specializes in translating product and business questions into practical analytics or state-of-the-art models, valuing simple, high-impact solutions as much as top-performing architectures. Her background spans analytics leadership in retail, rigorous quantitative research at Columbia, and hands-on data engineering at Quid, giving her a strong end-to-end perspective from data pipelines to model deployment. Based in Oakland, she brings cross-disciplinary fluency in product metrics, experiment measurement, and scalable analytics infrastructure. Colleagues describe her as the kind of engineer who surfaces actionable insights from messy data while keeping implementation pragmatic and maintainable.
8 years of coding experience
Github Skills (9)
dbt6
stub5
python5
data-analytics4
data-visualization3
agentic2
record-linkage2
algorithms2
business-intelligence1
Programming languages (2)
Github contributions (5)
kailin-lu/recordlinker
Aug 2018 - Aug 2018
Tools for improved blocking algorithms for historical record linkage
Contributions:30 commits, 2 PRs, 24 pushes in 18 days
record-linkage
kailin-lu/markovattribution
Jun 2020 - Aug 2020
Contributions:7 commits, 4 pushes, 1 branch in 2 months
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