Chia Woo
Data Science Manager
Guangdong Province, Singapore
Summary
👤
Senior🎓
Top SchoolChia Woo is a Data Science Manager with 11 years of experience building production-grade AI and analytics systems across retail, hardware, insurance, and finance. She leads cross-functional ML teams, has architected large cloud migrations (AWS to Azure) and delivers GenAI agentic systems for tasks like automated executive summaries and spend optimization. Her work spans the full ML lifecycle—demand forecasting and price-elasticity optimization, anomaly detection, synthetic data generation, and recommender systems—bringing models into measurable business impact. A hands-on engineer by training (full-stack and automation background) who rose from test engineering to lead data science, she pairs technical depth with stakeholder-facing product sense. Based in Guangdong/Singapore, she emphasizes ethical AI and governance while mentoring teams to balance scalability, compliance, and real-world value. Her GitHub ethos—“more than cleverness, we need kindness and gentleness”—hints at a collaborative leadership style that values humane engineering.
11 years of coding experience
7 years of employment as a software developer
Bachelor’s Degree Mathematical Science Computational Mathematics, Bachelor’s Degree Mathematical Science Computational Mathematics at Nanyang Technological University SingaporeSecondary Science Track UEC (O/A Level) STPM (A Level), Secondary Science Track UEC (O/A Level) STPM (A Level) at Chong Hwa Independent High SchoolMaster's Degree Knowledge Engineering Data Science, Master's Degree Knowledge Engineering Data Science at National University of Singapore
English, Chinese, Chinese
Github Skills (156)
skywalking10
parser10
distributed-tracing10
http10
dapper10
hierarchy10
orm-framework10
beego10
job-scheduling10
plsql10
paypal10
statement10
ide-plugin10
flink-sql10
jsqlparser10
Programming languages (7)
Github contributions (5)
pugwoo/pw-vue-multi-page
Apr 2017 - Aug 2017
Contributions:36 commits, 31 pushes, 5 branches in 4 months
pugwoo/web
May 2015 - Jun 2018
Contributions:271 pushes in 3 years 1 month
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