AI Learn
A Java/Spring Boot reference application that treats AI conversations as durable backend workflows instead of transient model calls.
Ideas and lessons
Notes on the engineering decisions, failure modes, and trade-offs behind reliable systems.
FROM THE NOTEBOOK
No articles are published yet. This space will explore architecture decisions, failure recovery, and the trade-offs behind dependable software. For now, take a look at the projects behind those ideas.
Things I build
Code and experiments in backend architecture, durable AI workflows, and full-stack product engineering.
A Java/Spring Boot reference application that treats AI conversations as durable backend workflows instead of transient model calls.
The application behind this portfolio, with a private CMS, publishing workflows, media management, newsletters, analytics, search and AI-assisted interaction with published content.
Engineering interests
I gravitate toward problems where complexity, correctness, and reliability matter more than a particular language or framework.
Designing asynchronous workflows that remain correct when dependencies time out, jobs fail, or requests are repeated.
Orchestration · Idempotency · Recovery
Building auditable financial movements, payment integrations, and reconciliation workflows where correctness is essential.
Ledgers · Payments · Reconciliation
Migrating historical records, tuning queries, and modernizing databases without compromising referential integrity.
SQL · Indexes · Migration
Exploring persistent AI execution, streaming, cancellation, and stateful application workflows.
LangChain4j · Streaming · Persistence
Background
My experience spans financial technology, banking infrastructure, enterprise software, and technical leadership. Working with critical banking systems shaped how I approach reliability and recovery.
See professional experienceContact
Interested in backend systems, distributed workflows, financial infrastructure, or reliable AI applications? I’d enjoy hearing about what you’re building.
u.ekenekiso@ugbanawaji.comCurious about my work? Ask AI