System Online◈

> work.archive

Systems We Shipped. Systems Still Running.

Case studies with real architecture decisions, real constraints, and real outcomes - not screenshots on a gradient.

> case.01 - 2024

Vtyield Payments Platform

Vtyield · Own Product · Lagos

2,000+
Users served
Live
In production

> problem

Buying data, airtime, and utility tokens in Nigeria meant unreliable vendors, silent failures, and no proof a payment ever landed.

> approach

A wallet-backed payments platform built and operated in-house: idempotent transaction records, multi-provider fallback for every service, and a receipt for every single request.

DjangoPostgreSQLReactAWS

> case.02 - 2026

WhatsApp Commerce Bot

Vtyield · Own Product · Conversational Commerce

3s
Chat to receipt
0
Downloads required

> problem

Most Nigerians will not install a 50MB bills app, remember another password, or wait on an OTP just to buy 1GB of data.

> approach

An AI-driven WhatsApp bot that sells data, airtime, cable, electricity tokens and exam PINs inside the chat window, on the same wallet and ledger as the main Vtyield platform.

WhatsApp Cloud APIDjangoPostgreSQLAI intent routing

> case.03 - 2026

EduDepth Learning Platform

EduDepth Concepts · Edtech · Nigeria

Live
In production
100–500L
Levels covered

> problem

Nigerian undergraduates were revising from scattered PDFs, group chats and past questions, with no way to tell whether they had actually covered the curriculum before an exam.

> approach

A structured study platform: faculty-aligned courses broken into modules, lessons sequenced with locked progression, assessments after every module, and honest progress tracking against CGPA goals.

ReactTypeScriptPostgreSQLVercel

> case.04 - 2026

PawaMore Energy Commerce Platform

PawaMore Systems Ltd · Clean Energy · Nigeria

Live
In production
33+
SKUs, 3 cities

> problem

Solar buyers in Nigeria do not know what to buy. Sizing is guesswork, prices are opaque, and most energy sites are brochures that force every question into a WhatsApp queue.

> approach

A full commerce and advisory platform: a 30+ SKU catalogue with filters, a solar sizing calculator, a structured resource and buyer's-guide library, admin-managed FAQs, order lookup, and an AI assistant that answers product and sizing questions before a human is ever needed.

ReactTypeScriptPostgreSQLAI assistantVercel

> case.05 - 2026

AI Support Deflection & Triage

Retail Commerce · 60-Day Pilot Benchmark

62%
Tickets deflected
<2s
Median response

> problem

Support drowned in repeat questions while the answers already existed across scattered documents.

> approach

A retrieval pipeline over product and policy docs, grounded answers with citations, and clean escalation to human agents.

RAGVector DBEdge Functions

> your.system

Yours Could Be Next in the Archive.

Start a Project →