Full Stack Development

Overview

I build across the whole stack myself: frontend, backend API, data layer, deployment. Architectural decisions stay consistent that way, instead of getting lost somewhere in a hand-off between three different contractors who never actually talk to each other.

How I Build This

Backend APIs get built in FastAPI or Node.js, picked based on the actual workload rather than habit. FastAPI when the work is Python-native, AI or data-heavy. Node when the services are JS-native and it doesn't make sense to context-switch languages.

Storage gets chosen for what's actually being modeled: relational (PostgreSQL) for transactional state, graph (Neo4j) when relationships matter more than rows, vector stores (ChromaDB) for similarity search, Redis when something needs to be fast and shared. Deployment runs on Docker so the environment that ships is the same one used in development, not a "works on my machine" situation waiting to happen.

And one person stays accountable for the whole path, from the database schema up to whatever the user actually sees on screen.

Who This Is For

Founders and teams who want a product built end-to-end without managing a chain of separate frontend, backend and infra contractors who each own one slice and none of the whole.

FAQ