Caio Silva
Credit Manager at Serasa Experian
Brazil
Summary
🤩
Rockstar🎓
Top SchoolCaio Silva is a data-driven credit manager with nine years of hands-on experience turning complex data into measurable business impact across banks, fintechs, consulting, and education. He specializes in predictive modeling, segmentation, and experiment design to optimize credit strategy, portfolio performance, and revenue while operating under Basel II/AMA frameworks. At Serasa Experian he leads a team building one of Latin America’s largest data-lake-backed credit platforms, onboarding partners and new data sources to enable real-time, trustworthy decisioning. His background spans end-to-end credit lifecycles—from acquisition and behavioral modeling to collections—and includes process automation and KPI-driven improvements that reduced losses without sacrificing conversion. A former founder, he blends product mindset and technical fluency in Python, SQL, R, SAS, and Databricks to deliver scalable analytics products. Outside the obvious, he’s comfortable bridging regulatory rigor with experimentation-driven growth, making him a pragmatic partner for teams tackling high-stakes credit challenges.
9 years of coding experience
6 years of employment as a software developer
Master, Financial Economics, Master, Financial Economics at FGV - Fundação Getulio VargasBachelor, Statistics, Bachelor, Statistics at Universidade Estadual de Campinas
Github Skills (56)
nodejs9
react9
keep-alive8
tidy8
logger8
typescript8
aegir8
golang-server7
cgo6
reload6
logrus6
sdk6
aws6
aws-sdk6
logging5
Programming languages (10)
Github contributions (5)
rasecoiac03/github-tidy
Jul 2018 - Oct 2021
Scripts to tidy up Github
Contributions:4 reviews, 16 commits, 4 PRs in 3 years 3 months
tidy
olxbr/ligeiro
Apr 2019 - Feb 2021
Easy to setup and use log and config tool for golang applications
Contributions:2 releases, 2 reviews, 6 PRs in 1 year 10 months
golangreloadloggerlogginggo
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