Case Studies

Real systems.
Real results.

These aren't ChatGPT prompts. They're production systems with APIs, databases, quality controls, and measurable ROI.

AI workflow — interconnected nodes
Property Portal · Zimbabwe

AI SEO Content Engine

Zimbabwe's largest property portal needed to turn 4,000+ high-intent keywords into quality content — without the slop, without the six-figure freelance budget, and without losing their unique competitive edge (a private database of 7,000+ listings).

I built a 6-step AI pipeline: keyword selection via GSC/ahrefs, competitor scraping, private DB integration, EEAT assembly with Google Maps data, Claude generation + automated QA, and a full CMS with performance tracking.

450
Articles in 48 hours
+2
Avg Google rank gain in 6 months
Full case study

Resume rewriter system interface
Career Platform · Remote

AI Resume Rewriter Agent

A career platform wanted to offer AI-powered resume rewrites — but the manual process cost $240 per rewrite and took days. They needed something that could scale, maintain quality, and convert free users to paid customers.

I built a multi-layered AI system: resume parsing, LinkedIn scraping, live job posting analysis, ATS keyword extraction, dynamic writing guideline selection, multi-stage QA, and Google Docs export with embedded edit suggestions — all in a 58-table relational database architecture.

87%
Cost reduction ($240 → $30)
15%
Free-to-paid conversion rate
Full case study

Property listing on laptop screen
Real Estate Agency · Zimbabwe

Property Description Generator

Real estate agents at Pam Golding Properties were spending 45+ minutes per listing writing descriptions — a tedious, repetitive task that produced inconsistent quality and took agents away from actually selling property.

I built a Chrome extension that injects directly into their existing Property Book system. One click: the extension scrapes the listing, analyzes property images with Vision AI, selects writing guidelines via RAG, and returns a brand-consistent description in under 20 seconds.

80%
Time saved (45 min → 9 min)
60+
Monthly listings processed
Full case study

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