Now
What I am focused on right now.
Current Focus #
I am currently focused on becoming stronger at the intersection of backend/platform engineering, product ownership, and AI-assisted delivery.
End-to-end ownership
Leading features from product discovery and technical analysis through launch, integration, and production follow-up.
AI agents in real workflows
Using Claude subagents, LLM workflows, and local AI experiments to reduce repetitive engineering work in practical, reviewable ways.
Modern Java backends
Deepening work around Java 21/25, Virtual Threads, Spring Boot, high-throughput I/O, and maintainable service design.
Reliability under load
Improving how distributed systems behave under peak traffic, partial failure, bursty processing, and time-sensitive operations.
Writing Direction #
I want this site to become useful through practical notes on:
- backend engineering and service design;
- Java, Spring Boot, and production patterns;
- AWS event-driven systems;
- AI-assisted development with LLMs, agents, and local models;
- fintech reliability lessons learned from real delivery pressure.
What I Am Optimizing For #
The market is moving fast, especially around AI, but I think the strongest profile is still a grounded engineer who can ship, lead, and reason clearly. My focus is to combine reliable backend engineering with modern AI leverage in a way that produces measurable engineering value.