Digital Biz Tech
Remote
Full Stack Gen AI Engineer
May 2026 - Present
Backend-focused full-stack developer building distributed systems, low-latency APIs, and AI agent workflows.
Designing reliable software around TypeScript/Python, Node.js/FastAPI, PostgreSQL, and Redis. Focused on concurrent worker queues, retrieval pipelines, and clean architectural tradeoffs.
Architectural domains, core runtimes, and engineering primitives I ship with.
Distributed queues, robust REST/GraphQL APIs, worker pools, auth & webhooks.
Relational schema modeling, low-latency caching, transactions, and vector search.
Deterministic agent graphs, structured outputs, retrieval pipelines & model tooling.
Fast client interfaces with pragmatic state management, CI/CD, and edge deploys.
Notes on the tradeoffs behind a small Redis-backed queue: FIFO processing, retry windows, worker concurrency, and what I kept deliberately simple.
How I think about document ingestion, chunking, retrieval quality, and agent boundaries when the goal is shipping useful AI workflows.
Building a backend-heavy product, AI workflow, or developer tool? Send the context and I'll reply with the clearest next step.