Moniguard
Scores pay-on-delivery and transfer transactions 0–1000 for fraud risk, with reasons, so a person can review the risky ones.
Personal open-source product. Trained and evaluated on synthetic data.
Products
Designed, built and tested by me, outside my day job. Each card says plainly how far along it is, so you know what you are getting.
Scores pay-on-delivery and transfer transactions 0–1000 for fraud risk, with reasons, so a person can review the risky ones.
Personal open-source product. Trained and evaluated on synthetic data.
The FXLedger desktop journal (Windows, v1.1.0) is shipped. The multi-asset Lolo's Ledger edition is in development.
A trading journal with a risk calculator and an educational performance coach. It reviews your own trades and never gives buy or sell signals.
Personal product. The FXLedger desktop code is public; the multi-asset edition is being built in a private repository.
Ask business data questions in plain English. It runs read-only SQL over a governed semantic layer, flags unusual KPIs and writes a weekly summary.
Personal open-source product. Built and evaluated on a synthetic Nigerian retail dataset.
A default-risk scorecard with plain reasons and an approval-policy simulator for lenders. Built on public Prosper loan data.
Research project in my portfolio monorepo, not a deployed lending system.
Churn risk, customer segments and lifetime value, with a weekly call list of who to contact first. Built on a public customer dataset.
Research project in my portfolio monorepo, not a deployed system.
A naira-first expense app with bank CSV import, auto-categorisation that learns from your corrections, receipt-text parsing, anomaly flags and a spending forecast.
Started from a course starter project, rebuilt and extended by me. Personal open-source project, evaluated on synthetic data.
Ask for a demo on WhatsApp. I walk you through it on your kind of data.
A short, fixed-price pilot shows whether it pays off before you commit.
I set it up, train your team and keep it running on a monthly plan.