Data

Building a Spam/Fraud Detection System From Rules to ML

Architectural evolution of fraud and spam detection systems: starting with deterministic heuristics and scaling to ML models.

Sachin SharmaCreator

Aug 6, 2026

2 min read

Building a Spam/Fraud Detection System From Rules to ML

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Quick Overview

Architectural evolution of fraud and spam detection systems: starting with deterministic heuristics and scaling to ML models.

Fraud Detection Machine Learning Rules Engine Security TypeScript

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.

Zig for Systems Programming: A Rust Developer's First Impressions

Ditching the borrow checker for explicit allocators? A Rust developer shares first impressions of Zig, comparing compile-time reflection (comptime), manual memory control, C interop, and error handling.

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Learn how to build a scalable agritech telemetry pipeline for soil moisture, ambient temperature, and satellite imagery processing.