Vicky Kwan
Senior Data Engineer, Finance
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolVicky Kwan is a Senior Data Engineer with 11 years of experience building robust data platforms and finance-focused pipelines in the San Francisco Bay Area. She has led platform transformations—introducing IaC, dbt workflows, and Snowflake-AWS integrations—that scaled self-service analytics and cut costs across organizations like Anaconda, Mapbox, and Iterable. Vicky combines a math-driven, algorithmic mindset with practical operational skills, having automated lineage, metadata, and query-auditing tools that sped compliance and reduced manual work from minutes to seconds. She’s equally comfortable mentoring teams and designing event-driven, serverless architectures for billing and real-time ingestion. Outside of engineering, her background in teaching mathematics informs a data-first approach to problem decomposition and readable, auditable systems.
11 years of coding experience
8 years of employment as a software developer
Master's Degree Mathematics, Master's Degree Mathematics at San Francisco State UniversityCertificate Business Analytics, Certificate Business Analytics at University of California, BerkeleyBachelor's degree Mathematics, Bachelor's degree Mathematics at East China Normal UniversityData Science Immersive, Data Science Immersive at Galvanize - San Francisco, SoMa
Shanghainese, Chinese, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
looker10
diagram9
databases8
snowflake7
hiveql7
graph7
metastore6
terraform4
athena4
bigquery3
terraform-provider2
spanner2
gcp2
google-cloud-platform2
google-bigquery2
Programming languages (5)
Github contributions (5)
vickyjkwan/gazetteer
Oct 2019 - May 2022
Looker Dependency Graphs: getting around business queries as easily as your backyard.
Contributions:21 commits, 16 PRs, 18 pushes in 2 years 7 months
lookerbackyarddependency-graphsdatabasessnowflake
vickyjkwan/sqlanalyzer
Apr 2020 - Apr 2020
A SQL parser and analyzer for sql flavors including MySQL, PostgreSQL, BigQuery Standard SQL, Presto SQL and Hive SQL.
Contributions:1 commit, 150 pushes, 1 branch in 1 day
athenabigqueryhiveqlmetastorepresto
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