Sam Lin
Data Engineer Manager
New Taipei, Taiwan
Summary
🤩
Rockstar🎓
Top SchoolSam Lin is a data engineering leader with a decade of experience building production-grade ETL, real-time pipelines, and ML-serving APIs, currently managing the Data Engineering team at 17LIVE. He has strong cloud-native expertise on GCP (BigQuery, GKE, Pub/Sub, Composer) and orchestration/CI practices, having migrated monolithic ETL to Airflow, introduced CI/CD, and maintained 100+ BigQuery tables while keeping SLOs above 98%. Sam combines systems thinking and performance focus—his team’s real-time API achieved 95% latency under 200ms at >200 RPS—and he’s driven cost reductions and tooling (BigQuery resource monitor, tagging system) that improved developer productivity. A published author on Python big-data projects and an active open-source contributor (GitHub repo with ~2,000 stars), he brings a mix of hands-on engineering, mentoring, and product-minded data work focused on financial and recommendation systems.
9 years of coding experience
6 years of employment as a software developer
碩士 應用數學系---統計組, 碩士 應用數學系---統計組 at National Dong Hwa University (NDHU)大學 數學系, 大學 數學系 at Tamkang University
Chinese, English
Github Skills (74)
python10
gold-price10
sec10
r10
api10
financial10
finance10
open-data10
financial-data10
database9
dashboard9
visualization9
slack9
data-visualization8
clojure8
Programming languages (7)
Github contributions (5)
f496328mm/FinancialMining
May 2018 - Nov 2018
Contributions:258 pushes, 1 branch in 6 months
FinMind/FinMind
Sep 2019 - Nov 2022
Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/
Contributions:55 releases, 75 reviews, 361 commits in 3 years 3 months
financialapipythonstock-pricesinterest-rates
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