Yiting Huang
Data Scientist
Shanghai, Singapore
Summary
👤
Senior🎓
Top SchoolYiting Huang is a data scientist with 12 years of professional experience combining statistical modeling, NLP and business-facing analytics, currently pursuing an MTech in Enterprise Business Analytics at NUS. At Synapxe she applies machine learning and big-data tools (Python, TensorFlow/PyTorch, PySpark) to build deployable text analytics solutions, following earlier hands-on work creating web crawlers and multi-class text classifiers for regulatory surveillance. Her background as a Strategic Accounts Manager at China Merchants Bank gives her uncommon domain fluency in finance and product-facing communication, enabling her to translate stakeholder needs into analytic requirements and dashboards. She is practiced in end-to-end workflows from data ingestion and cleaning to model evaluation and Power BI/Tableau visualization, and she values reproducibility and model comparison. An avid self-learner, she combines technical breadth (deep learning, collaborative filtering, association mining) with practical delivery experience—having fixed production crawl pipelines and implemented KPI dashboards that improved team operations. Outside work she balances analytical focus with creativity and teamwork through music, travel and competitive sports.
12 years of coding experience
3 years of employment as a software developer
Bachelor of Economics, International Economics and Trade, Bachelor of Economics, International Economics and Trade at 中国人民大学Master of Technology - MTech, Enterprise Business Analytics, Master of Technology - MTech, Enterprise Business Analytics at 新加坡国立大学
Chinese, Chinese
Github Skills (2)
calculation9
cpp5
Programming languages (1)
Github contributions (5)
endrollex/imm_blender_export
Jul 2014 - Jul 2020
Contributions:127 commits, 61 pushes in 6 years 1 month
endrollex/intbigdata
Jul 2013 - Sep 2019
C++ big number hand calculation library
Contributions:111 commits, 2 PRs, 3 pushes in 6 years 3 months
handcppbig-numbercalculation
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.