Ugo Chukwu

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.

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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...

UGC Video Prompt Automation System for Ad SaaS

Designed and implemented a prompt-generation system that converts structured ad scripts into best-in-class, scene-level video generation prompts for UGC-style TikTok/Reels ads. The workflow ingests Agent 2 outputs (concept, scenes,...