Ava Yang
Lead Data Scientist
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAva Yang is a Lead Data Scientist based in London with 11 years’ experience turning complex data into production-ready models and data products, currently building private markets AI and ML services at S&P Global. She has led quantitative modelling for mortgage and crypto-backed credit risk, calibrated RMBS rating criteria, and driven cross-functional data integration to make advanced analytics operational. Her background spans consultancy and product work—from R Shiny apps and open-source R packages to time-series forecasting and customer lifetime value models—blending statistical rigor with pragmatic engineering. Colleagues know her as a learner and trainer who bridges research and delivery, often translating academic methods from her LSE statistics training into business impact. An understated strength is her fluency across tooling and domains: she moves between credit risk, healthcare marketing, and structured finance while keeping models auditable and production-ready.
11 years of coding experience
6 years of employment as a software developer
London School of Economics and Political ScienceBachelor of Arts (B.A.) Economics (Major in Statistics), Bachelor of Arts (B.A.) Economics (Major in Statistics) at Xiamen University
English, Chinese
Github Skills (29)
copula9
htmlwidgets9
inline-editing9
bulk-update9
shiny-apps8
blogpost8
shiny8
r-package8
r7
static-code-analysis7
ice6
database5
react5
testing5
universe5
Programming languages (7)
Github contributions (5)
MangoTheCat/sasMap
Apr 2016 - Mar 2021
Static Code Analysis of SAS scripts
Contributions:1 release, 31 commits, 2 PRs in 4 years 11 months
static-code-analysis
MangoTheCat/BLCOP
Oct 2015 - Jan 2021
Black-Litterman and copula-opinion pooling frameworks
Contributions:7 commits, 3 PRs, 1 push in 5 years 3 months
copula
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.