Writing
6 posts
Early Warning Systems for Loan Delinquency Prediction and Credit Risk Monitoring
Building ML-powered early warning systems for credit risk — from rule-based thresholds to supervised models, with deployment monitoring using Weights & Biases.
How Cloud Design Patterns solve the Fallacies of Distributed Computing — data management, messaging, security, and reliability patterns explained.
Two primary approaches for representing data — ADTs for opaque encapsulation, Objects for composable interfaces — and the trade-offs between them.
Learn the importance of Software Architecture, explore the most popular architecture patterns, and discover how to choose the right design for your software projects.
Learn Docker through a simple real-world explanation. Discover how Containers, Docker Images, and Dockerfiles solve dependency and deployment issues.
Pods, deployments, and services — explained with a busy restaurant kitchen.