Data

Building a Spam/Fraud Detection System From Rules to ML in 2026

Architectural evolution of enterprise fraud and spam detection systems: starting with deterministic heuristics and scaling to real-time ML risk scoring.

Sachin SharmaCreator

Aug 6, 2026

9 min read

Building a Spam/Fraud Detection System From Rules to ML in 2026

Featured Resource

Quick Overview

Architectural evolution of enterprise fraud and spam detection systems: starting with deterministic heuristics and scaling to real-time ML risk scoring.

Fraud Detection Machine Learning Rules Engine Security TypeScript Redis XGBoost Fintech

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.

Collaborative 3D Editing: Yjs meets Three.js for Spatial Design in 2026

Building the next Figma for 3D? Learn how to synchronize high-performance Three.js spatial scenes across distributed users with Yjs CRDTs, binary transform quantization, and WebRTC mesh data channels.

Auditing Your Own Cloud IAM for the Same Mistake Azure Made

The Microsoft SAS token breach exposed an IAM misconfiguration that lives in most cloud accounts right now. Here's exactly how to find and fix it in your own AWS, GCP, or Azure setup.