Consumer Finance

DevOps

Mar 4, 2021 · Product Management

Understanding the Customer Journey in Internet Consumer Finance

The article explains how digital transformation reshapes the customer journey in consumer finance, highlighting its definition, four key capabilities—automation, personalization, contextual interaction, and journey innovation—and outlining stages from acquisition to advocacy to guide firms in building comprehensive, data‑driven experiences.

Consumer Financeautomationcustomer journey

0 likes · 10 min read

Understanding the Customer Journey in Internet Consumer Finance

Efficient Ops

May 22, 2018 · Databases

Scaling Consumer‑Finance Databases: Architecture, DevOps, and Future Trends

This talk walks through the fundamentals of consumer‑finance services, details the evolving database architecture—including sharding, connection‑pool handling, resource isolation, and high‑performance caching—and shares the team's DevOps transformation and outlook toward NewSQL and AI‑driven operations.

Consumer FinanceDevOpsSharding

0 likes · 15 min read

Scaling Consumer‑Finance Databases: Architecture, DevOps, and Future Trends

Qunar Tech Salon

Apr 3, 2018 · Artificial Intelligence

An Introduction to Gradient Boosting Decision Trees (GBDT) and Its Applications in Consumer Finance

Gradient Boosting Decision Tree (GBDT) is an ensemble learning method that combines additive and gradient boosting, detailed with its mathematical foundations, regression and classification algorithms, implementation using scikit‑learn, and a real‑world consumer‑finance fraud detection case achieving high AUC and KS metrics.

Consumer FinanceGBDTGradient Boosting

0 likes · 11 min read

An Introduction to Gradient Boosting Decision Trees (GBDT) and Its Applications in Consumer Finance