Charlie Tang
Data Scientist
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolCharlie Tang is a data scientist with 9 years of experience applying machine learning and analytics to drive revenue growth and operational efficiency at scale, currently at LINE Corp in Taiwan. He has a strong track record of translating data into business impact—building dashboards that halved operational time and doubled ad revenues, uplift models that improved campaign ROI, and forecasting and search systems that cut costs and boosted CTR. Prior roles include developing anomaly detection for Trend Micro and practical BI and automation projects across startups and enterprises, reflecting a blend of ML engineering and business-savvy analytics from his NTU BBA and MBA background. He combines rigorous experimentation (randomized controlled trials) with pragmatic tooling (LightGBM, CLIP, time series models) to deliver measurable outcomes, and he’s also proven in mentoring and democratizing data through internal training and dashboards.
9 years of coding experience
1 year of employment as a software developer
Bachelor of Business Administration - BBA, Bachelor of Business Administration - BBA at National Taiwan University
Chinese, English
Github Skills (8)
tripadvisor10
crawler9
python8
coder3
shopee3
science2
machine-learning2
data-science1
Programming languages (2)
Github contributions (5)
Tang-Li-Jen/Felicity_Machine_Learning_Competition
Feb 2018 - Mar 2018
Contributions:40 commits, 39 pushes, 1 branch in 1 month
Tang-Li-Jen/TripAdvisor_crawler
May 2018 - Feb 2020
Python Crawler: Scrape Data From Tripadvisor
Contributions:44 commits, 41 pushes, 3 branches in 1 year 9 months
crawlerpythonscraping-websitestripadvisortripadvisor-scraper
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