Ugo Chukwu

I just completed the data infrastructure layer of IntelligenceOS Risk — a domain-specific AI system for financial risk and fraud detection I'm building from scratch, publicly.

This is Project 02: the Data Foundry.

The core problem I was solving: most AI products trained on...

7 days ago I started building a real AI platform: Project 01, a fraud detection evaluation harness on 284,807 transactions with only 0.17% fraud. Accuracy is useless here, so I built an evaluation suite first: precision, recall, threshold analysis, average precision. Then I...

I run a credit startup and an automation engineering practice — simultaneously, with a small team. This is the OpenClaw setup that makes it possible: 8 workflows, a hardened security architecture, and one Windows machine doing the work of three people. Full case study now live.

Check it out

High-Volume Call Routing & Reporting System

Designed and implemented an end-to-end calling infrastructure that integrates call data sources, automates daily performance reporting, and powers real-time visualization dashboards. Built a phone-number rotation system capable of...