I don't just spec it.
I ship it.

WhatsApp credit platform for Nigeria's informal economy. Builds credit identity from payment behaviour, underwrites through progressive lending, and routes trust through collectors who already know the borrower.

Full-stack GTM intelligence for regulated enterprise sales: signal monitoring, CRM enrichment, and fit classification in one workflow.

Mission control for compliance officers: detect regulatory drift in live disclosures, triage violations, and drive remediation before a regulator does.

Production AI pipeline that turns sales call transcripts into structured CRM records within minutes of a call ending, zero manual steps.

WhatsApp credit platform for Nigeria's informal economy. Builds credit identity from payment behaviour, underwrites through progressive lending, and routes trust through collectors who already know the borrower.

Full-stack GTM intelligence for regulated enterprise sales: signal monitoring, CRM enrichment, and fit classification in one workflow.

Mission control for compliance officers: detect regulatory drift in live disclosures, triage violations, and drive remediation before a regulator does.

Production AI pipeline that turns sales call transcripts into structured CRM records within minutes of a call ending, zero manual steps.

Hand-rolled RAG pipeline from scratch: grounded retrieval, confidence scoring, and graceful abstention when evidence is insufficient.

Understanding retrieval latency at the systems level, before recommending it at the product level.

Coordination overhead compounds outages. This removes it.

Building an agentic AI to understand where it earns trust, and where it doesn't.

Email and push that actually lands.