This is the start of a space where I write about the work I do as a full-stack engineer — the decisions behind the projects I ship, the trade-offs I weigh, and the things I learn along the way.
What to expect
I work mostly on production web applications and LLM-powered systems: RAG pipelines, multi-tenant SaaS, payment and booking flows, and the infrastructure that keeps them running. Expect posts that go a layer deeper than the project pages — the why behind an architecture choice, not just the what.
Topics I plan to cover:
- Designing RAG pipelines that stay grounded and avoid hallucinations
- Patterns for multi-tenant data isolation
- Practical CI/CD for small teams
- Lessons from shipping client work under real constraints
More to come. If something here is useful to you, reach out.